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[100%]\n20 passed in 0.63s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 170108, "tokens_out": 14783, "trimmed_requests": 0, "ts": "2026-10-23T22:51:21+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 25, "wall_s": 339.8} +{"backing": "openai/qwen3.8-27b", "check_output": ".................... [100%]\n20 passed in 0.62s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 164089, "tokens_out": 29457, "trimmed_requests": 0, "ts": "2026-10-23T23:02:32+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 23, "wall_s": 669.5} +{"backing": "openai/qwen3.8-27b", "check_output": ".................... [100%]\n20 passed in 0.62s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 248035, "tokens_out": 32002, "trimmed_requests": 0, "ts": "2026-10-23T23:14:45+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 27, "wall_s": 732.3} +{"backing": "openai/qwen3.8-27b", "check_output": "........................................................................ 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[100%]\n301 passed in 0.25s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 55307, "tokens_out": 3038, "trimmed_requests": 0, "ts": "2026-10-23T23:15:58+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 72.7} +{"backing": "openai/qwen3.8-27b", "check_output": "........................................................................ 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[100%]\n301 passed in 0.26s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 35279, "tokens_out": 2612, "trimmed_requests": 0, "ts": "2026-10-23T23:17:00+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 61.4} +{"backing": "openai/qwen3.8-27b", "check_output": "........................................................................ 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[100%]\n301 passed in 0.25s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `git diff`: cified path\n --find-object \n look for differences that change the number of occurrences of the specified object\n --diff-filter [(A|C|D|M|R|T|U|X|B)...[*]]\n select files by diff type\n --output Output to a specific file; `cd /tmp/nisse-bench/2a432495ccc048f6b3cb397da1e292db && git diff`: cified path\n --find-object \n look for differences t", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 24503, "tokens_out": 996, "trimmed_requests": 0, "ts": "2026-10-23T23:17:26+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 25.7} +{"backing": "openai/qwen3.8-27b", "check_output": "........................................................................ 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[100%]\n301 passed in 0.30s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/5ece93b7ef0541be8f4326645a3c93fd && git status 2>&1 | head -5; git branch --show-current 2>&1; git l`: exit code: 128\nstdout:\nfatal: not a git repository (or any of the parent directories): .git\nfatal: not a git repository (or any of the parent directories): .git\nfatal: not a git repository (or any of the parent directories): .git\n\nstderr:; `cd /tmp/nisse-bench/5ece93b7ef0541be8f4326645a3c93fd && grep -n '\"R237\"' rates.py && cp rates.py /tmp/rates", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 31086, "tokens_out": 3038, "trimmed_requests": 0, "ts": "2026-10-23T23:18:38+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 70.6} +{"backing": "openai/qwen3.8-27b", "check_output": "........................................................................ 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[100%]\n301 passed in 0.29s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `sed -i '241s/\"R237\": 0.21,/\"R237\": 0.12,/' rates.py && sed -n '239,243p' rates.py && git diff --stat`: cified path\n --find-object \n look for differences that change the number of occurrences of the specified object\n --diff-filter [(A|C|D|M|R|T|U|X|B)...[*]]\n select files by diff type\n --output Output to a specific file; `pwd; ls -la; git rev-parse --show-toplevel 2>&1; git -C /tmp/niss", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 19263, "tokens_out": 1350, "trimmed_requests": 0, "ts": "2026-10-23T23:19:10+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 32.3} +{"backing": "openai/qwen3.8-27b", "check_output": "..... [100%]\n5 passed in 0.05s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 25242, "tokens_out": 1990, "trimmed_requests": 0, "ts": "2026-10-23T23:19:58+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 46.7} +{"backing": "openai/qwen3.8-27b", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 17101, "tokens_out": 2195, "trimmed_requests": 0, "ts": "2026-10-23T23:20:49+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 50.9} +{"backing": "openai/qwen3.8-27b", "check_output": "..... [100%]\n5 passed in 0.04s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 13758, "tokens_out": 1705, "trimmed_requests": 0, "ts": "2026-10-23T23:21:29+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 39.8} +{"backing": "openai/qwen3.8-27b", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 13894, "tokens_out": 1912, "trimmed_requests": 0, "ts": "2026-10-23T23:22:13+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 43.5} +{"backing": "openai/qwen3.8-27b", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 13555, "tokens_out": 1333, "trimmed_requests": 0, "ts": "2026-10-23T23:22:44+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 30.9} +{"backing": "openai/qwen3.8-27b", "check_output": "....... [100%]\n7 passed in 0.26s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 109816, "tokens_out": 14227, "trimmed_requests": 0, "ts": "2026-10-23T23:28:09+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 17, "wall_s": 324.9} +{"backing": "openai/qwen3.8-27b", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 66144, "tokens_out": 5892, "trimmed_requests": 0, "ts": "2026-10-23T23:30:26+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 135.6} +{"backing": "openai/qwen3.8-27b", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 29872, "tokens_out": 1448, "trimmed_requests": 0, "ts": "2026-10-23T23:31:01+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 34.9} +{"backing": "openai/qwen3.8-27b", "check_output": "....... [100%]\n7 passed in 0.23s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 58265, "tokens_out": 3548, "trimmed_requests": 0, "ts": "2026-10-23T23:32:24+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 82.7} +{"backing": "openai/qwen3.8-27b", "check_output": "....... [100%]\n7 passed in 0.26s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 51177, "tokens_out": 3971, "trimmed_requests": 0, "ts": "2026-10-23T23:33:57+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 92.2} +{"backing": "openai/qwen3.8-27b", "check_output": "%]\n=================================== FAILURES ===================================\n_________________ test_the_plan_asked_for_tests_and_they_pass __________________\n\n def test_the_plan_asked_for_tests_and_they_pass() -> None:\n # At least one valid and one invalid input for each of the eight rules.\n import subprocess\n import sys\n \n run = subprocess.run(\n [sys.executable, \"-m\", \"pytest\", \"-q\", \"test_durations.py\"],\n capture_output=True,\n text=True,\n check=False,\n )\n> assert run.returncode == 0, run.stdout[-1500:]\nE AssertionError: ..F............... [100%]\nE =================================== FAILURES ===================================\nE _______________________________ test_rule2_valid _______________________________\nE \nE def test_rule2_valid():\nE assert parse_duration(\"1H30M\") == 5400\nE > assert parse_duration(\"2D1h\") == 172800\nE E AssertionError: assert 176400 == 172800\nE E + where 176400 = parse_duration('2D1h')\nE \nE test_durations.py:34: AssertionError\nE =========================== short test summary info ============================\nE FAILED test_durations.py::test_rule2_valid - AssertionError: assert 176400 ==...\nE 1 failed, 17 passed in 0.03s\nE \nE assert 1 == 0\nE + where 1 = CompletedProcess(args=['/usr/bin/python', '-m', 'pytest', '-q', 'test_durations.py'], returncode=1, stdout='..F.......... test_durations.py::test_rule2_valid - AssertionError: assert 176400 ==...\\n1 failed, 17 passed in 0.03s\\n', stderr='').returncode\n\n.bench_check/test_hidden.py:87: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n1 failed, 48 passed in 0.30s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `python -m pytest -q test_durations.py`: alueError'>\n\ntest_durations.py:10: Failed\n=========================== short test summary info ============================\nFAILED test_durations.py::test_rule2_valid - KeyError: 'H'\nFAILED test_durations.py::test_rule6_invalid - Failed: DID NOT RAISE None:\n # At least one valid and one invalid input for each of the eight rules.\n import subprocess\n import sys\n \n run = subprocess.run(\n [sys.executable, \"-m\", \"pytest\", \"-q\", \"test_durations.py\"],\n capture_output=True,\n text=True,\n check=False,\n )\n assert run.returncode == 0, run.stdout[-1500:]\n summary = run.stdout.strip().splitlines()[-1]\n> assert int(summary.split()[0]) >= 16, summary\nE AssertionError: 10 passed in 0.02s\nE assert 10 >= 16\nE + where 10 = int('10')\n\n.bench_check/test_hidden.py:89: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n1 failed, 48 passed in 0.30s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 45446, "tokens_out": 24240, "trimmed_requests": 0, "ts": "2026-10-23T23:53:06+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 543.7} +{"backing": "openai/qwen3.8-27b", "check_output": "................................................. [100%]\n49 passed in 0.32s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 42076, "tokens_out": 21588, "trimmed_requests": 0, "ts": "2026-10-24T00:01:12+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 485.9} +{"backing": "openai/qwen3.8-27b", "check_output": "t_durations.py::test_unit_form_valid[45s-45] - ValueError: invalid ...\nE FAILED test_durations.py::test_case_valid - ValueError: invalid duration: '1d...\nE FAILED test_durations.py::test_decimals_valid[1.5h-5400] - ValueError: invali...\nE FAILED test_durations.py::test_decimals_valid[1.5m-90] - ValueError: invalid ...\nE FAILED test_durations.py::test_decimals_valid[0.5m-30] - ValueError: invalid ...\nE FAILED test_durations.py::test_zero_valid - ValueError: invalid duration: '0s'\nE 8 failed, 48 passed in 0.10s\nE \nE assert 1 == 0\nE + where 1 = CompletedProcess(args=['/usr/bin/python', '-m', 'pytest', '-q', 'test_durations.py'], returncode=1, stdout='F.FF....F.... test_durations.py::test_zero_valid - ValueError: invalid duration: \\'0s\\'\\n8 failed, 48 passed in 0.10s\\n', stderr='').returncode\n\n.bench_check/test_hidden.py:87: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_valid[2h-7200] - ValueError: invalid...\nFAILED .bench_check/test_hidden.py::test_valid[1d2h3m4s-93784] - ValueError: ...\nFAILED .bench_check/test_hidden.py::test_valid[45s-45] - ValueError: invalid ...\nFAILED .bench_check/test_hidden.py::test_valid[1d-86400] - ValueError: invali...\nFAILED .bench_check/test_hidden.py::test_valid[2D-172800] - ValueError: inval...\nFAILED .bench_check/test_hidden.py::test_valid[1d 2h 3m 4s-93784] - ValueErro...\nFAILED .bench_check/test_hidden.py::test_valid[1.5h-5400] - ValueError: inval...\nFAILED .bench_check/test_hidden.py::test_valid[1.5m-90] - ValueError: invalid...\nFAILED .bench_check/test_hidden.py::test_valid[0.25h-900] - ValueError: inval...\nFAILED .bench_check/test_hidden.py::test_valid[0s-0] - ValueError: invalid du...\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - ValueError: i...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n12 failed, 37 passed in 0.37s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `python -m pytest -q test_durations.py`: .py:100: ValueError\n=========================== short test summary info ============================\nFAILED test_durations.py::test_order_valid - ValueError: invalid duration: '2...\nFAILED test_durations.py::test_spaces_valid - ValueError: invalid duration: '...\n2 failed, 54 passed in 0.08s\n\nstderr:; `python -m pytest -q test_durations.py`: ValueError: invali...\nFAILED test_durations.py::test_decimals_valid[1.5m-90] - ValueErro", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 46209, "tokens_out": 17440, "trimmed_requests": 0, "ts": "2026-10-24T00:07:44+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 391.1} +{"backing": "openai/qwen3.8-27b", "check_output": "%]\n=================================== FAILURES ===================================\n_________________ test_the_plan_asked_for_tests_and_they_pass __________________\n\n def test_the_plan_asked_for_tests_and_they_pass() -> None:\n # At least one valid and one invalid input for each of the eight rules.\n import subprocess\n import sys\n \n run = subprocess.run(\n [sys.executable, \"-m\", \"pytest\", \"-q\", \"test_durations.py\"],\n capture_output=True,\n text=True,\n check=False,\n )\n> assert run.returncode == 0, run.stdout[-1500:]\nE AssertionError: ....F............ [100%]\nE =================================== FAILURES ===================================\nE ____________________________ test_rule3_order_valid ____________________________\nE \nE def test_rule3_order_valid():\nE assert parse_duration(\"1d\") == 86400\nE > assert parse_duration(\"1d2h\") == 90000\nE E AssertionError: assert 93600 == 90000\nE E + where 93600 = parse_duration('1d2h')\nE \nE test_durations.py:43: AssertionError\nE =========================== short test summary info ============================\nE FAILED test_durations.py::test_rule3_order_valid - AssertionError: assert 936...\nE 1 failed, 16 passed in 0.03s\nE \nE assert 1 == 0\nE + where 1 = CompletedProcess(args=['/usr/bin/python', '-m', 'pytest', '-q', 'test_durations.py'], returncode=1, stdout='....F........ test_durations.py::test_rule3_order_valid - AssertionError: assert 936...\\n1 failed, 16 passed in 0.03s\\n', stderr='').returncode\n\n.bench_check/test_hidden.py:87: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n1 failed, 48 passed in 0.27s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `python -m pytest -q test_durations.py`: IndexError: no such group\nFAILED test_durations.py::test_rule6_decimals_invalid - IndexError: no such g...\nFAILED test_durations.py::test_rule8_zero_valid - IndexError: no such group\nFAILED test_durations.py::test_rule8_errors_invalid - AssertionError: Regex p...\n9 failed, 8 passed in 0.08s\n\nstderr:; `cd /tmp/nisse-bench/30f587e1da734aa8bc880bc887d1fdf9 && python - <<'EOF'\nimport re\np = 'durations.py'\ns = open(p).read()`: 3600 ", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 31297, "tokens_out": 18856, "trimmed_requests": 0, "ts": "2026-10-24T00:14:50+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 425.1} +{"backing": "openai/qwen3.8-27b", "check_output": ".......... [100%]\n10 passed in 0.03s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 24569, "tokens_out": 5681, "trimmed_requests": 0, "ts": "2026-10-24T00:16:58+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 128.0} +{"backing": "openai/qwen3.8-27b", "check_output": ".......... [100%]\n10 passed in 0.03s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `git status --short && git diff`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `pwd && ls -la && git -C /tmp/nisse-bench/28292b6addd54c719fd768b670f42ea1 rev-parse --show-toplevel 2>&1`: root 4096 Oct 24 00:17 .\ndrwxr-xr-x 3 root root 4096 Oct 24 00:16 ..\ndrwxr-xr-x 3 root root 4096 Oct 24 00:17 .pytest_cache\ndrwxr-xr-x 3 root root 4096 Oct 24 00:17 invoicing\ndrwxr-xr-x 3 root root 4096 Oct 24 00:17 tests\nfatal", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 97180, "tokens_out": 10964, "trimmed_requests": 0, "ts": "2026-10-24T00:21:09+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 15, "wall_s": 250.5} +{"backing": "openai/qwen3.8-27b", "check_output": ".......... [100%]\n10 passed in 0.03s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 55827, "tokens_out": 4580, "trimmed_requests": 0, "ts": "2026-10-24T00:22:54+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 105.2} +{"backing": "openai/qwen3.8-27b", "check_output": ".......... [100%]\n10 passed in 0.04s\n", "commit": "3caf4aa", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-27b", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "qwen3.8-27b thinking, llama.cpp b11783 Q4_K_XL", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 38912, "tokens_out": 5270, "trimmed_requests": 0, "ts": "2026-10-24T00:24:55+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 119.7} +{"backing": "openai/qwen3.8-27b", "check_output": ".......... 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[100%]\n6 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 30938, "tokens_out": 1734, "trimmed_requests": 0, "ts": "2026-10-24T02:27:03+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 45.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/7af3cccffe124de58a5cf2a7cebdc66b/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/7af3cccffe124de58a5cf2a7cebdc66b/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 38560, "tokens_out": 2455, "trimmed_requests": 0, "ts": "2026-10-24T02:28:01+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 57.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.60s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 112397, "tokens_out": 7477, "trimmed_requests": 0, "ts": "2026-10-24T02:30:31+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 19, "wall_s": 149.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.61s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 5, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/b73f9bf948a642c1accf7d73ac0e6bd8 && rm -f /tmp/tracker-check.json && TRACKER_FILE=/tmp/tracker-check`: exit code: 2\nstdout:\nadded 1\n[!] 1 Pay rent (due 2026-10-01)\nexit=2\nls: cannot access '/tmp/tracker-check.json': No such file or directory\n\nstderr:\nusage: tracker [-h] [--file FILE] {add,list,done} ...\ntracker: error: invalid --due date: nope; `cd /tmp/nisse-bench/b73f9bf948a642c1accf7d73ac0e6bd8 && git status --short && git branch -a && git log ", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 85188, "tokens_out": 5374, "trimmed_requests": 0, "ts": "2026-10-24T02:32:22+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 109.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "])\nE assert capsys.readouterr().out == \"[!] 1 Pay rent (due 2026-10-01)\\n\"\nE main([\"--file\", path, \"done\", \"1\"])\nE capsys.readouterr()\nE main([\"--file\", path, \"list\", \"--overdue\"])\nE assert capsys.readouterr().out == \"\"\nE main([\"--file\", path, \"list\"])\nE > assert capsys.readouterr().out.splitlines() == [\nE \"[ ] 3 No date\",\nE \"[ ] 2 Call Bob (due 2026-10-09)\",\nE \"[x] 1 Pay rent (due 2026-10-01)\",\nE ]\nE E AssertionError: assert ['[ ] 2 Call ... 2026-10-01)'] == ['[ ] 3 No da... 2026-10-01)']\nE E At index 0 diff: '[ ] 2 Call Bob (due 2026-10-09)' != '[ ] 3 No date'\nE E Full diff:\nE E [\nE E + '[ ] 2 Call Bob (due 2026-10-09)',\nE E '[ ] 3 No date',\nE E - '[ ] 2 Call Bob (due 2026-10-09)',\nE E '[x] 1 Pay rent (due 2026-10-01)',...\nE E \nE E ...Full output truncated (2 lines hidden), use '-vv' to show\nE \nE tests/test_due_dates.py:157: AssertionError\nE =========================== short test summary info ============================\nE FAILED tests/test_due_dates.py::test_cli_list_overdue_only - AssertionError: ...\nE 1 failed, 22 passed in 0.08s\nE \nE assert 1 == 0\nE + where 1 = CompletedProcess(args=['/usr/bin/python', '-m', 'pytest', '-q', 'tests'], returncode=1, stdout='................F........ tests/test_due_dates.py::test_cli_list_overdue_only - AssertionError: ...\\n1 failed, 22 passed in 0.08s\\n', stderr='').returncode\n\n.bench_check/test_hidden.py:183: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_projects_own_tests_pass_and_cover_due_dates\n1 failed, 19 passed in 0.63s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/49f7075f9a2c44c1aeb777c73694939d && grep -rn \"python\" --include=\"*\" -l . | head; ls -a; which python`: exit code: 128\nstdout:\n./tracker/cli.py\n./tracker/__pycache__/cli.cpython-310.pyc\n.\n..\n.pytest_cache\ntests\ntracker\n\nstderr:; `cd /tmp/nisse-bench/49f7075f9a2c44c1aeb777c73694939d && python -m pytest -q`: ll output truncated (2 lines hidden), use '-vv' to show\n\ntests/test_due_dates.py:157: AssertionError\n=========================== short test summ", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 93671, "tokens_out": 9019, "trimmed_requests": 0, "ts": "2026-10-24T02:35:19+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 17, "wall_s": 176.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/9fd039c1d5d043638cfd10d69f67c245/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/9fd039c1d5d043638cfd10d69f67c245/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 4, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/9fd039c1d5d043638cfd10d69f67c245 && ls -a .git/HEAD && python -m pytest -q 2>&1 | tail -1 && git sta`: exit code: 2\nstdout:\n\nstderr:\nls: cannot access '.git/HEAD': No such file or directory; `cd /tmp/nisse-bench/9fd039c1d5d043638cfd10d69f67c245 && ls -a; echo \"---\"; git rev-parse --git-dir; echo \"---\"; git bran`: exit code: 128\nstdout:\n.\n..\n.pytest_cache\ntests\ntracker\n---\n---\n\nstderr:\nfatal: not a git repository (or any of the parent directories):", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 22695, "tokens_out": 1854, "trimmed_requests": 0, "ts": "2026-10-24T02:36:03+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 43.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.25s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 45033, "tokens_out": 1735, "trimmed_requests": 0, "ts": "2026-10-24T02:36:51+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 47.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.25s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `git status --short && git diff --stat`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `ls -a /tmp/nisse-bench/fb8e6f0ca53e43fa89bb0f433a8731d5 && git -C /tmp/nisse-bench/fb8e6f0ca53e43fa89bb0f433a8731d5 stat`: exit code: 128\nstdout:\n.\n..\n.pytest_cache\n__pycache__\nrates.py\ntest_rates.py\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 15029, "tokens_out": 492, "trimmed_requests": 0, "ts": "2026-10-24T02:37:07+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 15.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.26s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `git status --short && git diff`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `pwd && ls -a && git rev-parse --show-toplevel 2>&1`: exit code: 128\nstdout:\n/tmp/nisse-bench/9db9bb5565b44153abe3730427595d64\n.\n..\n.pytest_cache\n__pycache__\nrates.py\ntest_rates.py\nfatal: not a git repository (or any of the parent directories): .git\n\nstderr:", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 12589, "tokens_out": 450, "trimmed_requests": 0, "ts": "2026-10-24T02:37:22+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 14.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.26s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 18380, "tokens_out": 1124, "trimmed_requests": 0, "ts": "2026-10-24T02:37:51+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 28.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.25s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 165881, "tokens_out": 7206, "trimmed_requests": 0, "ts": "2026-10-24T02:40:47+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 33, "wall_s": 175.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 89210, "tokens_out": 3484, "trimmed_requests": 0, "ts": "2026-10-24T02:42:17+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 23, "wall_s": 89.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 33160, "tokens_out": 1758, "trimmed_requests": 0, "ts": "2026-10-24T02:43:03+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 45.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 108756, "tokens_out": 4908, "trimmed_requests": 0, "ts": "2026-10-24T02:45:07+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 27, "wall_s": 123.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 42691, "tokens_out": 2236, "trimmed_requests": 0, "ts": "2026-10-24T02:46:05+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 57.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 123603, "tokens_out": 4709, "trimmed_requests": 0, "ts": "2026-10-24T02:48:06+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 28, "wall_s": 120.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 84443, "tokens_out": 3178, "trimmed_requests": 0, "ts": "2026-10-24T02:49:26+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 17, "wall_s": 79.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 121790, "tokens_out": 4551, "trimmed_requests": 0, "ts": "2026-10-24T02:51:15+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 21, "wall_s": 108.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 50512, "tokens_out": 2022, "trimmed_requests": 0, "ts": "2026-10-24T02:52:09+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 53.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 75529, "tokens_out": 3110, "trimmed_requests": 0, "ts": "2026-10-24T02:53:33+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 16, "wall_s": 83.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "heck/test_hidden.py:32: ImportError\n________ test_the_new_name_appears_in_every_file_that_used_the_old_one _________\n\n def test_the_new_name_appears_in_every_file_that_used_the_old_one() -> None:\n for name in [\n \"catalog\",\n \"pricing\",\n \"inventory\",\n \"notifications\",\n \"orders\",\n \"reports\",\n \"storage\",\n \"cli\",\n ]:\n source = (ROOT / \"shopkeeper\" / f\"{name}.py\").read_text()\n> assert \"read_settings\" in source, f\"shopkeeper/{name}.py\"\nE AssertionError: shopkeeper/catalog.py\nE assert 'read_settings' in '\"\"\"The product catalogue: SKU, name and unit price, from a CSV file.\"\"\"\\n\\nimport csv\\nfrom dataclasses import datacl...Product(row[\"sku\"], row[\"name\"], float(row[\"unit_price\"]))\\n for row in csv.DictReader(handle)\\n }\\n'\n\n.bench_check/test_hidden.py:63: AssertionError\n_________________________ test_behaviour_is_unchanged __________________________\n\ntmp_path = PosixPath('/tmp/pytest-of-root/pytest-158/test_behaviour_is_unchanged0')\nmonkeypatch = <_pytest.monkeypatch.MonkeyPatch object at 0x7f1fa00ef280>\n\n def test_behaviour_is_unchanged(\n tmp_path: Path, monkeypatch: pytest.MonkeyPatch\n ) -> None:\n> from shopkeeper.config import read_settings, reload_config\nE ImportError: cannot import name 'read_settings' from 'shopkeeper.config' (/tmp/nisse-bench/22119fdf2a7a49bcb617d87b1fd96a42/shopkeeper/config.py)\n\n.bench_check/test_hidden.py:70: ImportError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_old_name_is_gone_everywhere - As...\nFAILED .bench_check/test_hidden.py::test_the_new_name_is_exported - ImportErr...\nFAILED .bench_check/test_hidden.py::test_the_new_name_appears_in_every_file_that_used_the_old_one\nFAILED .bench_check/test_hidden.py::test_behaviour_is_unchanged - ImportError...\n4 failed, 3 passed in 0.26s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/22119fdf2a7a49bcb617d87b1fd96a42 && git status --short && git log --oneline -3 && ls docs 2>/dev/nul`: exit code: 2\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cd /tmp/nisse-bench/22119fdf2a7a49bcb617d87b1fd96a42 && ls -a && git rev-parse --show-toplevel`: exit code: 128\nstdout:\n.\n..\nREADME.md\nshopkeeper\ntests\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 13417, "tokens_out": 833, "trimmed_requests": 0, "ts": "2026-10-24T02:53:55+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 4, "wall_s": 21.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.28s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 55035, "tokens_out": 25069, "trimmed_requests": 0, "ts": "2026-10-24T03:01:43+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 467.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 56267, "tokens_out": 18472, "trimmed_requests": 0, "ts": "2026-10-24T03:07:35+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 13, "wall_s": 350.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.23s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 57281, "tokens_out": 13531, "trimmed_requests": 0, "ts": "2026-10-24T03:12:03+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 267.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 543577, "tokens_out": 44970, "trimmed_requests": 0, "ts": "2026-10-24T03:26:45+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 881.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.23s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 69826, "tokens_out": 18630, "trimmed_requests": 0, "ts": "2026-10-24T03:32:52+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 13, "wall_s": 366.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 334798, "tokens_out": 13181, "trimmed_requests": 0, "ts": "2026-10-24T03:38:10+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 316.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 406830, "tokens_out": 42956, "trimmed_requests": 0, "ts": "2026-10-24T03:53:04+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 893.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/d0e7e52ef3d04cfa88dba30d78f557ee && grep -rn \"normalise_rate\\|RATE_PLACES\\|apply_rate\\|to_cents\" --i`: n rate.quantize(RATE_PLACES, rounding=ROUND_HALF_UP)\n./invoicing/money.py:26:def apply_rate(amount: Decimal, rate: Decimal) -> Decimal:\n./invoicing/money.py:28: return to_cents(amount * normalise_rate(rate))\n=== git ===\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cd /tmp/nisse-bench/d0e7e52ef3d04cfa88dba30d7", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 22969, "tokens_out": 3203, "trimmed_requests": 0, "ts": "2026-10-24T03:54:13+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 68.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 62046, "tokens_out": 7992, "trimmed_requests": 0, "ts": "2026-10-24T03:56:57+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 13, "wall_s": 163.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 153408, "tokens_out": 14685, "trimmed_requests": 0, "ts": "2026-10-24T04:02:09+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 23, "wall_s": 312.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 17690, "tokens_out": 944, "trimmed_requests": 0, "ts": "2026-10-24T04:02:36+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 26.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 29949, "tokens_out": 1355, "trimmed_requests": 0, "ts": "2026-10-24T04:03:14+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 37.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 15353, "tokens_out": 1012, "trimmed_requests": 0, "ts": "2026-10-24T04:03:41+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 26.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 53334, "tokens_out": 4332, "trimmed_requests": 0, "ts": "2026-10-24T04:05:17+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 16, "wall_s": 96.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 29023, "tokens_out": 1887, "trimmed_requests": 0, "ts": "2026-10-24T04:06:06+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 48.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "c647046f0fb3e306", "tokens_in": 18346, "tokens_out": 868, "trimmed_requests": 0, "ts": "2026-10-24T06:50:20+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 25.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "c647046f0fb3e306", "tokens_in": 20745, "tokens_out": 1178, "trimmed_requests": 0, "ts": "2026-10-24T06:50:50+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 30.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "c647046f0fb3e306", "tokens_in": 10574, "tokens_out": 507, "trimmed_requests": 0, "ts": "2026-10-24T06:51:06+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 4, "wall_s": 15.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "c647046f0fb3e306", "tokens_in": 20728, "tokens_out": 1149, "trimmed_requests": 0, "ts": "2026-10-24T06:51:35+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 29.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "c647046f0fb3e306", "tokens_in": 10583, "tokens_out": 564, "trimmed_requests": 0, "ts": "2026-10-24T06:51:52+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 4, "wall_s": 17.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.61s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 164399, "tokens_out": 11847, "trimmed_requests": 0, "ts": "2026-10-24T06:55:57+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 24, "wall_s": 243.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...................F [100%]\n=================================== FAILURES ===================================\n_____________ test_the_projects_own_tests_pass_and_cover_due_dates _____________\n\n def test_the_projects_own_tests_pass_and_cover_due_dates() -> None:\n result = subprocess.run(\n [sys.executable, \"-m\", \"pytest\", \"-q\", \"tests\"],\n capture_output=True,\n text=True,\n check=False,\n cwd=Path.cwd(),\n )\n assert result.returncode == 0, result.stdout[-1500:]\n written = \"\\n\".join(p.read_text() for p in Path(\"tests\").glob(\"test_*.py\"))\n for name in (\"due\", \"overdue\", \"version\"):\n> assert name in written, f\"no test mentions {name!r}\"\nE AssertionError: no test mentions 'version'\nE assert 'version' in 'from datetime import date\\n\\nfrom tracker.core import add_task, complete, overdue, sort_tasks\\nfrom tracker.models im..., 1]\\n\\n\\ndef test_completing_an_unknown_task() -> None:\\n with pytest.raises(KeyError):\\n complete([], 7)\\n'\n\n.bench_check/test_hidden.py:186: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_projects_own_tests_pass_and_cover_due_dates\n1 failed, 19 passed in 0.58s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 270056, "tokens_out": 45972, "trimmed_requests": 0, "ts": "2026-10-24T07:10:38+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 879.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.62s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 162620, "tokens_out": 9667, "trimmed_requests": 0, "ts": "2026-10-24T07:14:05+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 22, "wall_s": 206.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.59s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 198689, "tokens_out": 13747, "trimmed_requests": 0, "ts": "2026-10-24T07:18:54+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 33, "wall_s": 288.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.58s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 53806, "tokens_out": 5176, "trimmed_requests": 0, "ts": "2026-10-24T07:20:40+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 104.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.28s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 25415, "tokens_out": 1280, "trimmed_requests": 0, "ts": "2026-10-24T07:21:14+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 33.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.25s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 36398, "tokens_out": 1686, "trimmed_requests": 0, "ts": "2026-10-24T07:22:00+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 45.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.26s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 18440, "tokens_out": 816, "trimmed_requests": 0, "ts": "2026-10-24T07:22:24+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 23.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.25s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 27565, "tokens_out": 1191, "trimmed_requests": 0, "ts": "2026-10-24T07:22:59+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 34.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.25s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 32758, "tokens_out": 1688, "trimmed_requests": 0, "ts": "2026-10-24T07:23:43+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 44.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 73823, "tokens_out": 3315, "trimmed_requests": 0, "ts": "2026-10-24T07:25:07+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 19, "wall_s": 83.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 59637, "tokens_out": 2686, "trimmed_requests": 0, "ts": "2026-10-24T07:26:17+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 17, "wall_s": 69.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.04s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 67519, "tokens_out": 3368, "trimmed_requests": 0, "ts": "2026-10-24T07:27:43+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 18, "wall_s": 85.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.04s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 62855, "tokens_out": 3160, "trimmed_requests": 0, "ts": "2026-10-24T07:29:05+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 19, "wall_s": 81.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 44347, "tokens_out": 2291, "trimmed_requests": 0, "ts": "2026-10-24T07:30:04+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 13, "wall_s": 58.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.25s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 240651, "tokens_out": 6592, "trimmed_requests": 0, "ts": "2026-10-24T07:32:44+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 35, "wall_s": 159.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 40603, "tokens_out": 1710, "trimmed_requests": 0, "ts": "2026-10-24T07:33:31+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 46.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 79682, "tokens_out": 3781, "trimmed_requests": 0, "ts": "2026-10-24T07:35:02+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 17, "wall_s": 90.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 26681, "tokens_out": 1088, "trimmed_requests": 0, "ts": "2026-10-24T07:35:33+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 29.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "heck/test_hidden.py:32: ImportError\n________ test_the_new_name_appears_in_every_file_that_used_the_old_one _________\n\n def test_the_new_name_appears_in_every_file_that_used_the_old_one() -> None:\n for name in [\n \"catalog\",\n \"pricing\",\n \"inventory\",\n \"notifications\",\n \"orders\",\n \"reports\",\n \"storage\",\n \"cli\",\n ]:\n source = (ROOT / \"shopkeeper\" / f\"{name}.py\").read_text()\n> assert \"read_settings\" in source, f\"shopkeeper/{name}.py\"\nE AssertionError: shopkeeper/catalog.py\nE assert 'read_settings' in '\"\"\"The product catalogue: SKU, name and unit price, from a CSV file.\"\"\"\\n\\nimport csv\\nfrom dataclasses import datacl...Product(row[\"sku\"], row[\"name\"], float(row[\"unit_price\"]))\\n for row in csv.DictReader(handle)\\n }\\n'\n\n.bench_check/test_hidden.py:63: AssertionError\n_________________________ test_behaviour_is_unchanged __________________________\n\ntmp_path = PosixPath('/tmp/pytest-of-root/pytest-325/test_behaviour_is_unchanged0')\nmonkeypatch = <_pytest.monkeypatch.MonkeyPatch object at 0x7fdfd978b250>\n\n def test_behaviour_is_unchanged(\n tmp_path: Path, monkeypatch: pytest.MonkeyPatch\n ) -> None:\n> from shopkeeper.config import read_settings, reload_config\nE ImportError: cannot import name 'read_settings' from 'shopkeeper.config' (/tmp/nisse-bench/fea88401f21744469f143da113e4d7de/shopkeeper/config.py)\n\n.bench_check/test_hidden.py:70: ImportError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_old_name_is_gone_everywhere - As...\nFAILED .bench_check/test_hidden.py::test_the_new_name_is_exported - ImportErr...\nFAILED .bench_check/test_hidden.py::test_the_new_name_appears_in_every_file_that_used_the_old_one\nFAILED .bench_check/test_hidden.py::test_behaviour_is_unchanged - ImportError...\n4 failed, 3 passed in 0.26s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 304537, "tokens_out": 6879, "trimmed_requests": 0, "ts": "2026-10-24T07:38:24+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 170.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................F [100%]\n=================================== FAILURES ===================================\n_________________ test_the_plan_asked_for_tests_and_they_pass __________________\n\n def test_the_plan_asked_for_tests_and_they_pass() -> None:\n # At least one valid and one invalid input for each of the eight rules.\n import subprocess\n import sys\n \n run = subprocess.run(\n [sys.executable, \"-m\", \"pytest\", \"-q\", \"test_durations.py\"],\n capture_output=True,\n text=True,\n check=False,\n )\n assert run.returncode == 0, run.stdout[-1500:]\n summary = run.stdout.strip().splitlines()[-1]\n> assert int(summary.split()[0]) >= 16, summary\nE AssertionError: 10 passed in 0.01s\nE assert 10 >= 16\nE + where 10 = int('10')\n\n.bench_check/test_hidden.py:89: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n1 failed, 48 passed in 0.22s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 153003, "tokens_out": 35213, "trimmed_requests": 0, "ts": "2026-10-24T07:49:17+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 22, "wall_s": 653.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 7263, "tokens_out": 162, "trimmed_requests": 0, "ts": "2026-10-24T07:49:25+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 3, "wall_s": 7.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.29s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 89921, "tokens_out": 19947, "trimmed_requests": 0, "ts": "2026-10-24T07:55:39+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 15, "wall_s": 373.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.28s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `python -m pytest -q 2>&1 | tail -5; cat .gitignore 2>/dev/null`: exit code: 1\nstdout:\n\nno tests ran in 0.00s\n\nstderr:; `python -m pytest -q -W ignore 2>&1 | tail -5; ls .github 2>/dev/null`: exit code: 2\nstdout:\n\nno tests ran in 0.00s\n\nstderr:", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 14794, "tokens_out": 13563, "trimmed_requests": 0, "ts": "2026-10-24T07:59:47+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 247.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.28s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 29169, "tokens_out": 22916, "trimmed_requests": 0, "ts": "2026-10-24T08:06:49+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 421.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 349083, "tokens_out": 17968, "trimmed_requests": 0, "ts": "2026-10-24T08:13:27+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 397.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 65153, "tokens_out": 10044, "trimmed_requests": 0, "ts": "2026-10-24T08:16:57+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 13, "wall_s": 209.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 130585, "tokens_out": 11457, "trimmed_requests": 0, "ts": "2026-10-24T08:20:56+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 21, "wall_s": 239.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 365485, "tokens_out": 25984, "trimmed_requests": 0, "ts": "2026-10-24T08:30:10+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 553.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 247445, "tokens_out": 16980, "trimmed_requests": 0, "ts": "2026-10-24T08:36:07+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 32, "wall_s": 356.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 31160, "tokens_out": 1623, "trimmed_requests": 0, "ts": "2026-10-24T08:36:50+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 42.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 14267, "tokens_out": 755, "trimmed_requests": 0, "ts": "2026-10-24T08:37:12+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 21.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 21617, "tokens_out": 1278, "trimmed_requests": 0, "ts": "2026-10-24T08:37:46+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 33.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 24614, "tokens_out": 1408, "trimmed_requests": 0, "ts": "2026-10-24T08:38:22+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 36.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/1a6de7d768d24f4eb66de94853d47581/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:2: in \n from slugify import slugify\nE ModuleNotFoundError: No module named 'slugify'\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.04s\n", "commit": "7a57cef+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-lowthink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next lowthink, git ws", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 14404, "tokens_out": 639, "trimmed_requests": 0, "ts": "2026-10-24T08:38:41+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 18.2} diff --git a/bench/results/2026-10-24-qwen3.8-flash-next-nothink.jsonl b/bench/results/2026-10-24-qwen3.8-flash-next-nothink.jsonl new file mode 100644 index 0000000..64932c5 --- /dev/null +++ b/bench/results/2026-10-24-qwen3.8-flash-next-nothink.jsonl @@ -0,0 +1,40 @@ +{"backing": "openai/qwen3.8-flash-next", "check_output": "cted = 37.5\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 12.5 == 37.5 \u00b1 3.7e-05\nE + where 12.5 = total_value([Item(name='gear', unit_price=12.5, quantity=3)])\nE + and 37.5 \u00b1 3.7e-05 = (37.5)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n_________________________ test_total_value[items3-0.0] _________________________\n\nitems = [Item(name='empty', unit_price=9.99, quantity=0)], expected = 0.0\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 9.99 == 0.0 \u00b1 1.0e-12\nE + where 9.99 = total_value([Item(name='empty', unit_price=9.99, quantity=0)])\nE + and 0.0 \u00b1 1.0e-12 = (0.0)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_total_value[items1-29.0] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items2-37.5] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items3-0.0] - AssertionE...\n3 failed, 3 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 24529, "tokens_out": 688, "trimmed_requests": 0, "ts": "2026-10-24T04:06:50+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 19.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 42270, "tokens_out": 1058, "trimmed_requests": 0, "ts": "2026-10-24T04:07:18+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 27.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "cted = 37.5\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 12.5 == 37.5 \u00b1 3.7e-05\nE + where 12.5 = total_value([Item(name='gear', unit_price=12.5, quantity=3)])\nE + and 37.5 \u00b1 3.7e-05 = (37.5)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n_________________________ test_total_value[items3-0.0] _________________________\n\nitems = [Item(name='empty', unit_price=9.99, quantity=0)], expected = 0.0\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 9.99 == 0.0 \u00b1 1.0e-12\nE + where 9.99 = total_value([Item(name='empty', unit_price=9.99, quantity=0)])\nE + and 0.0 \u00b1 1.0e-12 = (0.0)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_total_value[items1-29.0] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items2-37.5] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items3-0.0] - AssertionE...\n3 failed, 3 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/3db6f755ae70433fb4a75c70f8677928 && sed -n '1,60p' ARCHITECTURE.md docs/plans/* 2>/dev/null; ls docs`: exit code: 2\nstdout:\n\nstderr:; `cd /tmp/nisse-bench/3db6f755ae70433fb4a75c70f8677928 && git log --oneline -5 && git status --short`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 10241, "tokens_out": 305, "trimmed_requests": 0, "ts": "2026-10-24T04:07:28+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 4, "wall_s": 9.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 39623, "tokens_out": 929, "trimmed_requests": 0, "ts": "2026-10-24T04:07:52+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 24.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "cted = 37.5\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 12.5 == 37.5 \u00b1 3.7e-05\nE + where 12.5 = total_value([Item(name='gear', unit_price=12.5, quantity=3)])\nE + and 37.5 \u00b1 3.7e-05 = (37.5)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n_________________________ test_total_value[items3-0.0] _________________________\n\nitems = [Item(name='empty', unit_price=9.99, quantity=0)], expected = 0.0\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 9.99 == 0.0 \u00b1 1.0e-12\nE + where 9.99 = total_value([Item(name='empty', unit_price=9.99, quantity=0)])\nE + and 0.0 \u00b1 1.0e-12 = (0.0)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_total_value[items1-29.0] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items2-37.5] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items3-0.0] - AssertionE...\n3 failed, 3 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/4ed61c563a044016963ccf02c8916024 && git status --short && git log --oneline -n 3 && git branch --sho`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cd /tmp/nisse-bench/4ed61c563a044016963ccf02c8916024 && ls -a . && git init 2>&1 | tail -2 && git add inventory.py test_`: ease tell me who you are.\n\nRun\n\n git config --global user.email \"you@example.com\"\n git config --global user.name \"Your N", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 10258, "tokens_out": 334, "trimmed_requests": 0, "ts": "2026-10-24T04:08:02+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 4, "wall_s": 9.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/1a05099dd8c14a71a577ce16b90fa7d1/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/1a05099dd8c14a71a577ce16b90fa7d1/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/1a05099dd8c14a71a577ce16b90fa7d1 && printf 'from datetime import date\\nfrom tracker.models import Ta`: exit code: 1\nstdout:\n\nstderr:\nTraceback (most recent call last):\n File \"/tmp/chk.py\", line 2, in \n from tracker.models import Task\nModuleNotFoundError: No module named 'tracker'; `cd /tmp/nisse-bench/1a05099dd8c14a71a577ce16b90fa7d1 && python /tmp/chk.py`: exit code: 1\nstdout:\n\nstderr:\nTraceback (most recent call last):\n File \"/tmp/c", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 66704, "tokens_out": 1154, "trimmed_requests": 0, "ts": "2026-10-24T04:08:30+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 27.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/1473514b219743528b84d11efde27d0c/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/1473514b219743528b84d11efde27d0c/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 315470, "tokens_out": 3494, "trimmed_requests": 0, "ts": "2026-10-24T04:09:52+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 82.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/15567af48e0749bd980cfc0590f7945c/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/15567af48e0749bd980cfc0590f7945c/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 51676, "tokens_out": 872, "trimmed_requests": 0, "ts": "2026-10-24T04:10:16+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 23.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/70b88661b9fd4fb89e0a1f2edd0fdc04/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/70b88661b9fd4fb89e0a1f2edd0fdc04/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 175680, "tokens_out": 2357, "trimmed_requests": 0, "ts": "2026-10-24T04:11:07+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 31, "wall_s": 51.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/2a6003da7d3741a19ddcb8ce76cec03c/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/2a6003da7d3741a19ddcb8ce76cec03c/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 45594, "tokens_out": 821, "trimmed_requests": 0, "ts": "2026-10-24T04:11:30+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 22.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.26s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 22218, "tokens_out": 605, "trimmed_requests": 0, "ts": "2026-10-24T04:11:49+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 18.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 31063, "tokens_out": 797, "trimmed_requests": 0, "ts": "2026-10-24T04:12:11+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 21.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.25s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/ba2c7e65ae464e4b91d54b4cdd0630cd && git diff --stat && git diff`: cified path\n --find-object \n look for differences that change the number of occurrences of the specified object\n --diff-filter [(A|C|D|M|R|T|U|X|B)...[*]]\n select files by diff type\n --output Output to a specific file; `cd /tmp/nisse-bench/ba2c7e65ae464e4b91d54b4cdd0630cd && git status --porcelain && ", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 15115, "tokens_out": 379, "trimmed_requests": 0, "ts": "2026-10-24T04:12:24+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 12.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 24454, "tokens_out": 642, "trimmed_requests": 0, "ts": "2026-10-24T04:13:01+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 18.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `grep -rn \"shout\" . --include=*.py | head; git log --oneline -n 5; git status --short`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git\nfatal: not a git repository (or any of the parent directories): .git; `pwd; ls -a; echo ---; cd /tmp/nisse-bench/dc4654bf539240efbb98805550c4a972 && pwd && ls -a && git status --short`: exit code: 128\nstdout:\n/tmp/nisse-bench/dc4654bf539240efbb98805550c4a972\n.\n..\n.pytest_cache\ngreet", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 24391, "tokens_out": 423, "trimmed_requests": 0, "ts": "2026-10-24T04:13:16+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 14.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.14s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/699bdeeed097409e8306e78435300731 && ls -R . | head -50 && cat ARCHITECTURE.md 2>/dev/null; git statu`: exit code: 128\nstdout:\n.:\ngreeter\ntests\n\n./greeter:\n__init__.py\n__main__.py\ncli.py\ncore.py\n\n./tests:\ntest_greeter.py\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cd /tmp/nisse-bench/699bdeeed097409e8306e78435300731 && head -5 greeter/core.py greeter/cli.py greeter/__main__.py tests`: core import greet\n\n\n\n==> gre", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 4429, "tokens_out": 172, "trimmed_requests": 0, "ts": "2026-10-24T04:13:21+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 2, "wall_s": 5.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 15994, "tokens_out": 511, "trimmed_requests": 0, "ts": "2026-10-24T04:13:35+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 6, "wall_s": 13.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 4, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 219923, "tokens_out": 3084, "trimmed_requests": 0, "ts": "2026-10-24T04:14:41+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 65.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/8b9ad9449cf14a8ba1851341e116e30f && git log --oneline 2>&1 | head -3; echo \"---\"; git rev-parse HEAD`: exit code: 128\nstdout:\nfatal: your current branch 'master' does not have any commits yet\n---\nfatal: ambiguous argument 'HEAD': unknown revision or path not in the working tree.\nUse '--' to separate paths from revisions, like this:\n'git [...] -- [...]'\nHEAD\n\nstderr:; `cd /tmp/nisse-bench/8b9ad9449cf14a8ba1851341e116e30f &", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 12724, "tokens_out": 434, "trimmed_requests": 0, "ts": "2026-10-24T04:14:52+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 11.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 206511, "tokens_out": 2722, "trimmed_requests": 0, "ts": "2026-10-24T04:15:58+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 26, "wall_s": 65.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 55372, "tokens_out": 1259, "trimmed_requests": 0, "ts": "2026-10-24T04:16:32+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 33.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "heck/test_hidden.py:32: ImportError\n________ test_the_new_name_appears_in_every_file_that_used_the_old_one _________\n\n def test_the_new_name_appears_in_every_file_that_used_the_old_one() -> None:\n for name in [\n \"catalog\",\n \"pricing\",\n \"inventory\",\n \"notifications\",\n \"orders\",\n \"reports\",\n \"storage\",\n \"cli\",\n ]:\n source = (ROOT / \"shopkeeper\" / f\"{name}.py\").read_text()\n> assert \"read_settings\" in source, f\"shopkeeper/{name}.py\"\nE AssertionError: shopkeeper/catalog.py\nE assert 'read_settings' in '\"\"\"The product catalogue: SKU, name and unit price, from a CSV file.\"\"\"\\n\\nimport csv\\nfrom dataclasses import datacl...Product(row[\"sku\"], row[\"name\"], float(row[\"unit_price\"]))\\n for row in csv.DictReader(handle)\\n }\\n'\n\n.bench_check/test_hidden.py:63: AssertionError\n_________________________ test_behaviour_is_unchanged __________________________\n\ntmp_path = PosixPath('/tmp/pytest-of-root/pytest-196/test_behaviour_is_unchanged0')\nmonkeypatch = <_pytest.monkeypatch.MonkeyPatch object at 0x7f09cba5f280>\n\n def test_behaviour_is_unchanged(\n tmp_path: Path, monkeypatch: pytest.MonkeyPatch\n ) -> None:\n> from shopkeeper.config import read_settings, reload_config\nE ImportError: cannot import name 'read_settings' from 'shopkeeper.config' (/tmp/nisse-bench/416a8af09e4645e5ad7bf58d9b64d25b/shopkeeper/config.py)\n\n.bench_check/test_hidden.py:70: ImportError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_old_name_is_gone_everywhere - As...\nFAILED .bench_check/test_hidden.py::test_the_new_name_is_exported - ImportErr...\nFAILED .bench_check/test_hidden.py::test_the_new_name_appears_in_every_file_that_used_the_old_one\nFAILED .bench_check/test_hidden.py::test_behaviour_is_unchanged - ImportError...\n4 failed, 3 passed in 0.26s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/416a8af09e4645e5ad7bf58d9b64d25b && ls -la docs 2>/dev/null; ls shopkeeper tests; cat README.md; cat`: uses `SHOPKEEPER_CONFIG`, or the built-in\ndefaults from `load_config_defaults()` when that is unset. After editing the\nfile, `reload_config(settings)` reads it again.\n\n## Command line\n\n python -m shopkeeper --config shop.ini price SKU-1 3\n python -m shopkeeper --config shop.ini stock\n\nstderr:; `cd /tmp/nisse-bench/416a8af09e4645e5ad7bf58d9", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 8765, "tokens_out": 255, "trimmed_requests": 0, "ts": "2026-10-24T04:16:41+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 3, "wall_s": 8.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.23s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/fa9c6d68d1094f268db86e3cacb90e5b && git status --short && git diff --stat`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cd /tmp/nisse-bench/fa9c6d68d1094f268db86e3cacb90e5b && git status --short`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 37212, "tokens_out": 717, "trimmed_requests": 0, "ts": "2026-10-24T04:16:59+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 18.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 32447, "tokens_out": 643, "trimmed_requests": 0, "ts": "2026-10-24T04:17:19+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 19.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 219174, "tokens_out": 3853, "trimmed_requests": 0, "ts": "2026-10-24T04:18:37+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 77.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 272990, "tokens_out": 3094, "trimmed_requests": 0, "ts": "2026-10-24T04:19:54+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 76.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 322430, "tokens_out": 3421, "trimmed_requests": 0, "ts": "2026-10-24T04:21:14+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 80.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 221015, "tokens_out": 3100, "trimmed_requests": 0, "ts": "2026-10-24T04:22:28+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 73.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.28s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 210938, "tokens_out": 2687, "trimmed_requests": 0, "ts": "2026-10-24T04:23:29+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 60.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 399001, "tokens_out": 6794, "trimmed_requests": 0, "ts": "2026-10-24T04:25:34+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 125.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/2e305ba0540042759a3a2ab807dff94c && python -m pytest -q 2>&1 | tail -5 && git status --short`: st_invoice.py:33: AssertionError\n=========================== short test summary info ============================\nFAILED tests/test_invoice.py::test_multi_currency_total - AssertionError: ass...\n1 failed, 3 passed in 0.02s\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cd /tmp/nisse-bench/2e305ba0540042759a3a2ab807dff94c ", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 44075, "tokens_out": 921, "trimmed_requests": 0, "ts": "2026-10-24T04:25:59+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 24.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 4, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 324880, "tokens_out": 5127, "trimmed_requests": 0, "ts": "2026-10-24T04:27:42+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 102.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 73408, "tokens_out": 1832, "trimmed_requests": 0, "ts": "2026-10-24T04:28:27+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 45.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 466326, "tokens_out": 9794, "trimmed_requests": 0, "ts": "2026-10-24T04:33:12+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 284.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/ad15e7dba504451186f51ab0705633f9/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:2: in \n from slugify import slugify\nE ModuleNotFoundError: No module named 'slugify'\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cat README.md && git status --short --branch`: exit code: 128\nstdout:\nA small utilities project.\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `ls -a; echo \"---\"; ls -a ..; echo \"---\"; git rev-parse --show-toplevel 2>&1`: exit code: 128\nstdout:\n.\n..\nREADME.md\n---\n.\n..\nad15e7dba504451186f51ab0705633f9\nbackup\nfix_rates.patch\n---\nfatal: not a git repository (or any of the parent directories): .git\n\nstderr:", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 6658, "tokens_out": 113, "trimmed_requests": 0, "ts": "2026-10-24T04:33:20+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 3, "wall_s": 7.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/fcd64bf8fb4340019e645922fd69476c/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:2: in \n from slugify import slugify\nE ModuleNotFoundError: No module named 'slugify'\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 4, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 60782, "tokens_out": 866, "trimmed_requests": 0, "ts": "2026-10-24T04:33:49+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 28.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/179076dc718b43239298fc2aa827c8c9/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:2: in \n from slugify import slugify\nE ModuleNotFoundError: No module named 'slugify'\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 6666, "tokens_out": 148, "trimmed_requests": 0, "ts": "2026-10-24T04:33:55+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 3, "wall_s": 5.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/f052989ea901437da39741a01ac29ef2/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:2: in \n from slugify import slugify\nE ModuleNotFoundError: No module named 'slugify'\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 156892, "tokens_out": 1853, "trimmed_requests": 0, "ts": "2026-10-24T04:34:45+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 49.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/d9b1a9ac592047969fd209e70cf8ac9a/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:2: in \n from slugify import slugify\nE ModuleNotFoundError: No module named 'slugify'\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next-nothink", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next nothink, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cat README.md && git log --oneline -n 5 && git branch -a`: exit code: 128\nstdout:\nA small utilities project.\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `ls -a && cat .git/config 2>/dev/null; echo \"---\"; env | grep -i git`: exit code: 1\nstdout:\n.\n..\nREADME.md\n---\n\nstderr:", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 6670, "tokens_out": 120, "trimmed_requests": 0, "ts": "2026-10-24T04:34:51+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 3, "wall_s": 6.1} diff --git a/bench/results/2026-10-24-qwen3.8-flash-next.jsonl b/bench/results/2026-10-24-qwen3.8-flash-next.jsonl new file mode 100644 index 0000000..1d959d9 --- /dev/null +++ b/bench/results/2026-10-24-qwen3.8-flash-next.jsonl @@ -0,0 +1,80 @@ +{"backing": "openai/qwen3.8-flash-next", "check_output": "cted = 37.5\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 12.5 == 37.5 \u00b1 3.7e-05\nE + where 12.5 = total_value([Item(name='gear', unit_price=12.5, quantity=3)])\nE + and 37.5 \u00b1 3.7e-05 = (37.5)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n_________________________ test_total_value[items3-0.0] _________________________\n\nitems = [Item(name='empty', unit_price=9.99, quantity=0)], expected = 0.0\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 9.99 == 0.0 \u00b1 1.0e-12\nE + where 9.99 = total_value([Item(name='empty', unit_price=9.99, quantity=0)])\nE + and 0.0 \u00b1 1.0e-12 = (0.0)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_total_value[items1-29.0] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items2-37.5] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items3-0.0] - AssertionE...\n3 failed, 3 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 38535, "tokens_out": 1702, "trimmed_requests": 0, "ts": "2026-10-24T00:32:01+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 45.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "...... [100%]\n6 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 28254, "tokens_out": 1634, "trimmed_requests": 0, "ts": "2026-10-24T00:32:42+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 41.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "cted = 37.5\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 12.5 == 37.5 \u00b1 3.7e-05\nE + where 12.5 = total_value([Item(name='gear', unit_price=12.5, quantity=3)])\nE + and 37.5 \u00b1 3.7e-05 = (37.5)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n_________________________ test_total_value[items3-0.0] _________________________\n\nitems = [Item(name='empty', unit_price=9.99, quantity=0)], expected = 0.0\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 9.99 == 0.0 \u00b1 1.0e-12\nE + where 9.99 = total_value([Item(name='empty', unit_price=9.99, quantity=0)])\nE + and 0.0 \u00b1 1.0e-12 = (0.0)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_total_value[items1-29.0] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items2-37.5] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items3-0.0] - AssertionE...\n3 failed, 3 passed in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/674b6571b9ea411db7340cf98b9ae088 && ls -la && git log --oneline -5`: : 128\nstdout:\ntotal 16\ndrwxr-xr-x 2 root root 4096 Oct 24 00:32 .\ndrwxr-xr-x 3 root root 4096 Oct 24 00:32 ..\n-rw-r--r-- 1 root root 572 Sep 25 02:24 inventory.py\n-rw-r--r-- 1 root root 389 Sep 25 02:24 test_inventory.py\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cd /tmp/nisse-bench/674b6571b9ea411db7340cf98b9ae088 && cat inventory.py && ech", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 4321, "tokens_out": 200, "trimmed_requests": 0, "ts": "2026-10-24T00:32:49+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 2, "wall_s": 6.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "cted = 37.5\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 12.5 == 37.5 \u00b1 3.7e-05\nE + where 12.5 = total_value([Item(name='gear', unit_price=12.5, quantity=3)])\nE + and 37.5 \u00b1 3.7e-05 = (37.5)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n_________________________ test_total_value[items3-0.0] _________________________\n\nitems = [Item(name='empty', unit_price=9.99, quantity=0)], expected = 0.0\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 9.99 == 0.0 \u00b1 1.0e-12\nE + where 9.99 = total_value([Item(name='empty', unit_price=9.99, quantity=0)])\nE + and 0.0 \u00b1 1.0e-12 = (0.0)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_total_value[items1-29.0] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items2-37.5] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items3-0.0] - AssertionE...\n3 failed, 3 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/a2cb409693af49918a8bb363aa8bca02 && ls -la && python -m pytest -q`: , quantity=100), Item(name='nut', unit_price=0.1, quantity=40)])\n\ntest_inventory.py:6: AssertionError\n=========================== short test summary info ============================\nFAILED test_inventory.py::test_total_value_counts_every_unit - AssertionError...\n1 failed, 1 passed in 0.02s\n\nstderr:; `cd /tmp/nisse-bench/a2cb409693af49918a8bb363aa8bca02 && cat inventory.py && echo", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 4499, "tokens_out": 185, "trimmed_requests": 0, "ts": "2026-10-24T00:32:56+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 2, "wall_s": 6.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "cted = 37.5\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 12.5 == 37.5 \u00b1 3.7e-05\nE + where 12.5 = total_value([Item(name='gear', unit_price=12.5, quantity=3)])\nE + and 37.5 \u00b1 3.7e-05 = (37.5)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n_________________________ test_total_value[items3-0.0] _________________________\n\nitems = [Item(name='empty', unit_price=9.99, quantity=0)], expected = 0.0\n\n @pytest.mark.parametrize(\n (\"items\", \"expected\"),\n [\n ([], 0.0),\n ([Item(\"bolt\", 0.25, 100), Item(\"nut\", 0.10, 40)], 29.0),\n ([Item(\"gear\", 12.5, 3)], 37.5),\n ([Item(\"empty\", 9.99, 0)], 0.0),\n ],\n )\n def test_total_value(items: list[Item], expected: float) -> None:\n> assert total_value(items) == pytest.approx(expected)\nE AssertionError: assert 9.99 == 0.0 \u00b1 1.0e-12\nE + where 9.99 = total_value([Item(name='empty', unit_price=9.99, quantity=0)])\nE + and 0.0 \u00b1 1.0e-12 = (0.0)\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:22: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_total_value[items1-29.0] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items2-37.5] - Assertion...\nFAILED .bench_check/test_hidden.py::test_total_value[items3-0.0] - AssertionE...\n3 failed, 3 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "fix-bug", "task_hash": "9e9349d5ed6dae8d", "tokens_in": 20023, "tokens_out": 1419, "trimmed_requests": 0, "ts": "2026-10-24T00:33:31+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 34.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.66s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 297614, "tokens_out": 14462, "trimmed_requests": 0, "ts": "2026-10-24T00:38:43+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 34, "wall_s": 311.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/3b8af3bfb0454fee930ea90c52b01607/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/3b8af3bfb0454fee930ea90c52b01607/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.07s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `find . -path ./.git -prune -o -type f -print | head -50 && echo \"---\" && git log --oneline -5`: xit code: 128\nstdout:\n./tests/test_storage_and_cli.py\n./tests/test_core.py\n./tracker/cli.py\n./tracker/formatting.py\n./tracker/__init__.py\n./tracker/core.py\n./tracker/models.py\n./tracker/__main__.py\n./tracker/storage.py\n---\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git; `cat ARCHITECTURE.md 2>/dev/null; ls docs/plans 2>/dev/null`: exit code: ", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 2650, "tokens_out": 118, "trimmed_requests": 0, "ts": "2026-10-24T00:38:49+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 1, "wall_s": 4.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.84s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 335447, "tokens_out": 29502, "trimmed_requests": 0, "ts": "2026-10-24T00:48:35+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 585.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.62s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 226775, "tokens_out": 17497, "trimmed_requests": 0, "ts": "2026-10-24T00:54:24+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 23, "wall_s": 348.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/d43c24d9027647b89ba74ebc218830f3/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/d43c24d9027647b89ba74ebc218830f3/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.06s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/d43c24d9027647b89ba74ebc218830f3 && ls -la && cat ARCHITECTURE.md 2>/dev/null; ls docs/plans 2>/dev/`: exit code: 2\nstdout:\ntotal 16\ndrwxr-xr-x 4 root root 4096 Oct 24 00:54 .\ndrwxr-xr-x 3 root root 4096 Oct 24 00:54 ..\ndrwxr-xr-x 2 root root 4096 Sep 29 14:17 tests\ndrwxr-xr-x 2 root root 4096 Sep 29 14:17 tracker\n\nstderr:; `cd /tmp/nisse-bench/d43c24d9027647b89ba74ebc218830f3 && git log --oneline -5 && git status --short`: exit code: 128\nstdout:\n", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "106e68dd7bfe9dba", "tokens_in": 2652, "tokens_out": 194, "trimmed_requests": 0, "ts": "2026-10-24T00:54:30+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 1, "wall_s": 5.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.26s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 69026, "tokens_out": 3589, "trimmed_requests": 0, "ts": "2026-10-24T00:55:59+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 88.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n......................F................................................. [ 95%]\n............. [100%]\n=================================== FAILURES ===================================\n________________________________ test_rate[237] ________________________________\n\nn = 237\n\n @pytest.mark.parametrize(\"n\", range(300))\n def test_rate(n: int) -> None:\n> assert RATES[f\"R{n:03d}\"] == pytest.approx(n % 25 / 100)\nE assert 0.21 == 0.12 \u00b1 1.2e-07\nE + where 0.12 \u00b1 1.2e-07 = (((237 % 25) / 100))\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:11: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_rate[237] - assert 0.21 == 0.12 \u00b1 1....\n1 failed, 300 passed in 0.28s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `ls -la && cat ARCHITECTURE.md 2>/dev/null; ls docs/plans 2>/dev/null`: exit code: 2\nstdout:\ntotal 20\ndrwxr-xr-x 2 root root 4096 Oct 24 00:55 .\ndrwxr-xr-x 3 root root 4096 Oct 24 00:55 ..\n-rw-r--r-- 1 root root 5445 Sep 25 02:24 rates.py\n-rw-r--r-- 1 root root 208 Sep 25 02:24 test_rates.py\n\nstderr:; `git log --oneline -5 && git status --short`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 2064, "tokens_out": 142, "trimmed_requests": 0, "ts": "2026-10-24T00:56:04+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 1, "wall_s": 4.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.27s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 38087, "tokens_out": 2309, "trimmed_requests": 0, "ts": "2026-10-24T00:57:03+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 58.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.25s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 79745, "tokens_out": 4267, "trimmed_requests": 0, "ts": "2026-10-24T00:58:47+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 19, "wall_s": 103.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.25s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "b90340b3dd8b39b4", "tokens_in": 274258, "tokens_out": 9448, "trimmed_requests": 0, "ts": "2026-10-24T01:02:37+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 36, "wall_s": 230.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `find . -type f -not -path \"./.git/*\" | head -50 && echo \"---\" && cat ARCHITECTURE.md 2>/dev/null`: exit code: 1\nstdout:\n./greeter/cli.py\n./greeter/__init__.py\n./greeter/core.py\n./greeter/__main__.py\n./tests/test_greeter.py\n---\n\nstderr:; `git log --oneline -5 && git status`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 2158, "tokens_out": 108, "trimmed_requests": 0, "ts": "2026-10-24T01:02:42+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 1, "wall_s": 4.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.03s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 62759, "tokens_out": 3656, "trimmed_requests": 0, "ts": "2026-10-24T01:04:12+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 16, "wall_s": 89.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `find . -not -path './.git/*' -not -name '.git' -type f | head -50 && echo '---' && cat ARCHITECTURE.md 2>/dev/null`: exit code: 1\nstdout:\n./greeter/cli.py\n./greeter/__init__.py\n./greeter/core.py\n./greeter/__main__.py\n./tests/test_greeter.py\n---\n\nstderr:; `git log --oneline -5 && git status --short && git branch -a`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 2155, "tokens_out": 123, "trimmed_requests": 0, "ts": "2026-10-24T01:04:16+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 1, "wall_s": 4.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 27973, "tokens_out": 1564, "trimmed_requests": 0, "ts": "2026-10-24T01:04:54+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 37.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `find . -type f -not -path './.git/*' | head -50 && echo '---' && cat ARCHITECTURE.md 2>/dev/null`: exit code: 1\nstdout:\n./greeter/cli.py\n./greeter/__init__.py\n./greeter/core.py\n./greeter/__main__.py\n./tests/test_greeter.py\n---\n\nstderr:; `git log --oneline -5 && git status`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "870e2574d3aca955", "tokens_in": 2155, "tokens_out": 109, "trimmed_requests": 0, "ts": "2026-10-24T01:04:59+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 1, "wall_s": 4.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 63624, "tokens_out": 3770, "trimmed_requests": 0, "ts": "2026-10-24T01:06:26+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 86.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 87204, "tokens_out": 3607, "trimmed_requests": 0, "ts": "2026-10-24T01:07:52+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 85.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "heck/test_hidden.py:32: ImportError\n________ test_the_new_name_appears_in_every_file_that_used_the_old_one _________\n\n def test_the_new_name_appears_in_every_file_that_used_the_old_one() -> None:\n for name in [\n \"catalog\",\n \"pricing\",\n \"inventory\",\n \"notifications\",\n \"orders\",\n \"reports\",\n \"storage\",\n \"cli\",\n ]:\n source = (ROOT / \"shopkeeper\" / f\"{name}.py\").read_text()\n> assert \"read_settings\" in source, f\"shopkeeper/{name}.py\"\nE AssertionError: shopkeeper/catalog.py\nE assert 'read_settings' in '\"\"\"The product catalogue: SKU, name and unit price, from a CSV file.\"\"\"\\n\\nimport csv\\nfrom dataclasses import datacl...Product(row[\"sku\"], row[\"name\"], float(row[\"unit_price\"]))\\n for row in csv.DictReader(handle)\\n }\\n'\n\n.bench_check/test_hidden.py:63: AssertionError\n_________________________ test_behaviour_is_unchanged __________________________\n\ntmp_path = PosixPath('/tmp/pytest-of-root/pytest-103/test_behaviour_is_unchanged0')\nmonkeypatch = <_pytest.monkeypatch.MonkeyPatch object at 0x7f3ec63eb2b0>\n\n def test_behaviour_is_unchanged(\n tmp_path: Path, monkeypatch: pytest.MonkeyPatch\n ) -> None:\n> from shopkeeper.config import read_settings, reload_config\nE ImportError: cannot import name 'read_settings' from 'shopkeeper.config' (/tmp/nisse-bench/dd46b8506f79458794053f14497a69af/shopkeeper/config.py)\n\n.bench_check/test_hidden.py:70: ImportError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_the_old_name_is_gone_everywhere - As...\nFAILED .bench_check/test_hidden.py::test_the_new_name_is_exported - ImportErr...\nFAILED .bench_check/test_hidden.py::test_the_new_name_appears_in_every_file_that_used_the_old_one\nFAILED .bench_check/test_hidden.py::test_behaviour_is_unchanged - ImportError...\n4 failed, 3 passed in 0.26s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `ls docs 2>/dev/null; ls *.cfg *.toml 2>/dev/null; cat ARCHITECTURE.md 2>/dev/null`: exit code: 1\nstdout:\n\nstderr:; `cd /tmp/nisse-bench/dd46b8506f79458794053f14497a69af && git status --short && python -m pytest -q 2>&1 | tail -5`: exit code: 128\nstdout:\n\nstderr:\nfatal: not a git repository (or any of the parent directories): .git", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 25938, "tokens_out": 1145, "trimmed_requests": 0, "ts": "2026-10-24T01:08:25+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 32.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.23s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 38134, "tokens_out": 2129, "trimmed_requests": 0, "ts": "2026-10-24T01:09:16+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 7, "wall_s": 50.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.25s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "aaa8fc0b5a74a012", "tokens_in": 100984, "tokens_out": 4189, "trimmed_requests": 0, "ts": "2026-10-24T01:10:58+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 101.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.32s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 65604, "tokens_out": 23945, "trimmed_requests": 0, "ts": "2026-10-24T01:18:26+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 447.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 26823, "tokens_out": 19981, "trimmed_requests": 0, "ts": "2026-10-24T01:24:45+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 378.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.28s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 365193, "tokens_out": 53607, "trimmed_requests": 0, "ts": "2026-10-24T01:41:30+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 33, "wall_s": 1003.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cat durations.py; ls docs/plans 2>/dev/null; cat ARCHITECTURE.md 2>/dev/null`: exit code: 1\nstdout:\n\"\"\"Human-written durations. See SPEC.md.\"\"\"\n\n\ndef parse_duration(text: str) -> int:\n \"\"\"A duration in whole seconds, as SPEC.md specifies.\"\"\"\n raise NotImplementedError\n\nstderr:; `python -V && python -m pytest --version && git log --oneline -3 && git status --short`: exit code: 128\nstdout:\nPython 3.10.12\n\nstderr:\npytest 6.2.5\nfatal: not a git repository (or any o", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 5254, "tokens_out": 2102, "trimmed_requests": 0, "ts": "2026-10-24T01:42:14+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 2, "wall_s": 44.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.23s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "ab0053a41dbbcdf8", "tokens_in": 86956, "tokens_out": 20718, "trimmed_requests": 0, "ts": "2026-10-24T01:48:38+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 383.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 147005, "tokens_out": 20109, "trimmed_requests": 0, "ts": "2026-10-24T01:55:26+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 20, "wall_s": 407.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 89000, "tokens_out": 11377, "trimmed_requests": 0, "ts": "2026-10-24T01:59:22+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 235.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 186211, "tokens_out": 30867, "trimmed_requests": 0, "ts": "2026-10-24T02:10:18+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 24, "wall_s": 655.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": " LineItem(\"setup\", d(\"99.00\"), 1, \"GBP\"),\n ],\n discount=Discount(d(\"7.5\")),\n tax_percent=d(\"17.5\"),\n )\n # 400 EUR = 344.31 GBP; subtotal 443.31; discount 33.25; tax 71.76.\n> assert invoice.subtotal() == d(\"443.31\")\nE AssertionError: assert Decimal('443.00') == Decimal('443.31')\nE + where Decimal('443.00') = ()\nE + where = Invoice(currency='GBP', lines=[LineItem(description='seats', unit_price=Decimal('40.00'), quantity=10, currency='EUR')...Decimal('99.00'), quantity=1, currency='GBP')], discount=Discount(percent=Decimal('7.5')), tax_percent=Decimal('17.5')).subtotal\nE + and Decimal('443.31') = d('443.31')\n\n.bench_check/test_hidden.py:73: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-USD-EUR-91.95] - A...\nFAILED .bench_check/test_hidden.py::test_conversion[100.00-EUR-USD-108.75] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[250.00-GBP-EUR-290.44] - ...\nFAILED .bench_check/test_hidden.py::test_conversion[10000-JPY-USD-67.12] - As...\nFAILED .bench_check/test_hidden.py::test_multi_currency_total - AssertionErro...\nFAILED .bench_check/test_hidden.py::test_fractional_discount - AssertionError...\nFAILED .bench_check/test_hidden.py::test_fractional_tax - AssertionError: ass...\nFAILED .bench_check/test_hidden.py::test_everything_together - AssertionError...\n8 failed, 2 passed in 0.05s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/487e585cd57c4d71bd5ea80c844a394a && ls -la && cat ARCHITECTURE.md 2>/dev/null`: exit code: 1\nstdout:\ntotal 16\ndrwxr-xr-x 4 root root 4096 Oct 24 02:10 .\ndrwxr-xr-x 3 root root 4096 Oct 24 02:10 ..\ndrwxr-xr-x 2 root root 4096 Sep 29 14:17 invoicing\ndrwxr-xr-x 2 root root 4096 Sep 29 14:17 tests\n\nstderr:; `cd /tmp/nisse-bench/487e585cd57c4d71bd5ea80c844a394a && ls -la invoicing tests && git log --oneline -5`: 7 money.py\n-rw-r--r-- 1 root root 906 S", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 4675, "tokens_out": 183, "trimmed_requests": 0, "ts": "2026-10-24T02:10:25+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 2, "wall_s": 6.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "ae05a8edb160d159", "tokens_in": 70428, "tokens_out": 7438, "trimmed_requests": 0, "ts": "2026-10-24T02:13:13+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 167.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/d0aa863794b5469b83da2cc6975d850f/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:2: in \n from slugify import slugify\nE ModuleNotFoundError: No module named 'slugify'\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.04s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 46772, "tokens_out": 2733, "trimmed_requests": 0, "ts": "2026-10-24T02:14:21+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 15, "wall_s": 68.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "3caf4aa+dirty", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, 2026-10-23", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "c0e42f85934119cc", "tokens_in": 45438, "tokens_out": 3259, "trimmed_requests": 0, "ts": "2026-10-24T02:15:42+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 80.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ 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[100%]\n20 passed in 0.64s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 407691, "tokens_out": 20108, "trimmed_requests": 0, "ts": "2026-10-24T05:13:40+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 423.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".................... [100%]\n20 passed in 0.63s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 293776, "tokens_out": 14976, "trimmed_requests": 0, "ts": "2026-10-24T05:18:50+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 30, "wall_s": 308.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "\n==================================== ERRORS ====================================\n_________________ ERROR collecting .bench_check/test_hidden.py _________________\nImportError while importing test module '/tmp/nisse-bench/0c1e094403094561899c2117dc3a8421/.bench_check/test_hidden.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/lib/python3.10/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n.bench_check/test_hidden.py:10: in \n from tracker.core import add_task, complete, overdue, sort_tasks\nE ImportError: cannot import name 'overdue' from 'tracker.core' (/tmp/nisse-bench/0c1e094403094561899c2117dc3a8421/tracker/core.py)\n=========================== short test summary info ============================\nERROR .bench_check/test_hidden.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n1 error in 0.06s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 3, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/0c1e094403094561899c2117dc3a8421 && grep -rn \"version\\|VERSION\" --include=\"*.md\" --include=\"*.py\" . `: exit code: 2\nstdout:\n./.pytest_cache/README.md:6:**Do not** commit this to version control.\n./tracker/storage.py:8:VERSION = 1\n./tracker/storage.py:21: \"version\": VERSION,\n\nstderr:; `cd /tmp/nisse-bench/0c1e094403094561899c2117dc3a8421 && git ls-files && ls docs 2>&1`: exit code: 2\nstdout:\ntests/test_core.py\ntests/test_storage_and_cli.py\nt", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-milestone", "task_hash": "6441a4a5e212d384", "tokens_in": 19889, "tokens_out": 1505, "trimmed_requests": 0, "ts": "2026-10-24T05:19:25+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 5, "wall_s": 35.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n........................................................................ [ 95%]\n............. [100%]\n301 passed in 0.27s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 38510, "tokens_out": 1828, "trimmed_requests": 0, "ts": "2026-10-24T05:20:14+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 47.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.26s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 27455, "tokens_out": 1444, "trimmed_requests": 0, "ts": "2026-10-24T05:20:52+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 37.5} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.27s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 63663, "tokens_out": 2941, "trimmed_requests": 0, "ts": "2026-10-24T05:22:07+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 15, "wall_s": 74.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ 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[100%]\n301 passed in 0.25s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 58260, "tokens_out": 2451, "trimmed_requests": 0, "ts": "2026-10-24T05:23:09+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 60.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........................................................................ [ 23%]\n........................................................................ [ 47%]\n........................................................................ [ 71%]\n......................F................................................. [ 95%]\n............. [100%]\n=================================== FAILURES ===================================\n________________________________ test_rate[237] ________________________________\n\nn = 237\n\n @pytest.mark.parametrize(\"n\", range(300))\n def test_rate(n: int) -> None:\n> assert RATES[f\"R{n:03d}\"] == pytest.approx(n % 25 / 100)\nE assert 0.21 == 0.12 \u00b1 1.2e-07\nE + where 0.12 \u00b1 1.2e-07 = (((237 % 25) / 100))\nE + where = pytest.approx\n\n.bench_check/test_hidden.py:11: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_rate[237] - assert 0.21 == 0.12 \u00b1 1....\n1 failed, 300 passed in 0.29s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `ls -la && cat ARCHITECTURE.md 2>/dev/null`: exit code: 1\nstdout:\ntotal 24\ndrwxr-xr-x 3 root root 4096 Oct 24 05:23 .\ndrwxr-xr-x 4 root root 4096 Oct 24 05:23 ..\ndrwxr-xr-x 8 root root 4096 Oct 24 05:23 .git\n-rw-r--r-- 1 root root 5445 Oct 24 02:43 rates.py\n-rw-r--r-- 1 root root 208 Oct 24 02:43 test_rates.py\n\nstderr:; `git log --oneline -5 && ls docs/plans 2>/dev/null`: exit code: 2\nstdout:\n0e840b4 seed\n\nstderr:", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "long-output", "task_hash": "a7e928f67b93ac2a", "tokens_in": 2062, "tokens_out": 95, "trimmed_requests": 0, "ts": "2026-10-24T05:23:13+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 1, "wall_s": 4.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 161451, "tokens_out": 2897, "trimmed_requests": 0, "ts": "2026-10-24T05:24:45+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 91.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.04s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 43514, "tokens_out": 1813, "trimmed_requests": 0, "ts": "2026-10-24T05:25:32+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 46.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "..... [100%]\n5 passed in 0.04s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 70156, "tokens_out": 3041, "trimmed_requests": 0, "ts": "2026-10-24T05:26:55+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 21, "wall_s": 81.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 177491, "tokens_out": 3272, "trimmed_requests": 0, "ts": "2026-10-24T05:28:34+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 39, "wall_s": 99.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "d stderr arguments may not be used '\n 'with capture_output.')\n kwargs['stdout'] = PIPE\n kwargs['stderr'] = PIPE\n \n with Popen(*popenargs, **kwargs) as process:\n try:\n stdout, stderr = process.communicate(input, timeout=timeout)\n except TimeoutExpired as exc:\n process.kill()\n if _mswindows:\n # Windows accumulates the output in a single blocking\n # read() call run on child threads, with the timeout\n # being done in a join() on those threads. communicate()\n # _after_ kill() is required to collect that and add it\n # to the exception.\n exc.stdout, exc.stderr = process.communicate()\n else:\n # POSIX _communicate already populated the output so\n # far into the TimeoutExpired exception.\n process.wait()\n raise\n except: # Including KeyboardInterrupt, communicate handled that.\n process.kill()\n # We don't call process.wait() as .__exit__ does that for us.\n raise\n retcode = process.poll()\n if check and retcode:\n> raise CalledProcessError(retcode, process.args,\n output=stdout, stderr=stderr)\nE subprocess.CalledProcessError: Command '['/usr/bin/python', '-m', 'greeter', '--shout', 'Bob']' returned non-zero exit status 2.\n\n/usr/lib/python3.10/subprocess.py:526: CalledProcessError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_shout - TypeError: greet() got an un...\nFAILED .bench_check/test_hidden.py::test_cli_shout - SystemExit: 2\nFAILED .bench_check/test_hidden.py::test_module_entry_point - subprocess.Call...\n3 failed, 2 passed in 0.11s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "capped", "outcome_note": "hit the 40-turn cap", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "multi-file", "task_hash": "65dc28a1ea223dca", "tokens_in": 192763, "tokens_out": 4667, "trimmed_requests": 0, "ts": "2026-10-24T05:30:35+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 40, "wall_s": 120.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.25s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 112064, "tokens_out": 3679, "trimmed_requests": 0, "ts": "2026-10-24T05:32:06+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 18, "wall_s": 90.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 58522, "tokens_out": 2844, "trimmed_requests": 0, "ts": "2026-10-24T05:33:15+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 68.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 43385, "tokens_out": 2258, "trimmed_requests": 0, "ts": "2026-10-24T05:34:09+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 53.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.24s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 64481, "tokens_out": 2586, "trimmed_requests": 0, "ts": "2026-10-24T05:35:15+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 13, "wall_s": 65.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "....... [100%]\n7 passed in 0.23s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "refactor-rename", "task_hash": "0e3ae69d6d1a1f83", "tokens_in": 48476, "tokens_out": 2694, "trimmed_requests": 0, "ts": "2026-10-24T05:36:20+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 9, "wall_s": 64.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.28s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 11692, "tokens_out": 9942, "trimmed_requests": 0, "ts": "2026-10-24T05:39:22+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 4, "wall_s": 181.4} +{"backing": "openai/qwen3.8-flash-next", "check_output": "dden.py::test_invalid[h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[.5h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[+2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30m1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h2h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1s1m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1 h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[30 1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1h1.5m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.5s] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[0.01m] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1.5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:2] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:60] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1:02:03:04] - NotImplemented...\nFAILED .bench_check/test_hidden.py::test_invalid[1.5:30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[1: 30] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[ ] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-5] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_invalid[-1h] - NotImplementedError\nFAILED .bench_check/test_hidden.py::test_the_result_is_an_int - NotImplemente...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n49 failed in 0.29s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "escalated", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 65105, "tokens_out": 39162, "trimmed_requests": 0, "ts": "2026-10-24T05:51:23+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 16, "wall_s": 720.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.24s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 110249, "tokens_out": 39997, "trimmed_requests": 0, "ts": "2026-10-24T06:03:37+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 19, "wall_s": 733.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "rror: invalid ...\nE FAILED test_durations.py::test_order_valid[1m30s-90] - ValueError: invalid du...\nE FAILED test_durations.py::test_order_valid[2h45m-9900] - ValueError: invalid ...\nE FAILED test_durations.py::test_spaces_valid[ 1h 30m -5400] - ValueError: inva...\nE FAILED test_durations.py::test_spaces_valid[1h 30m-5400] - ValueError: invali...\nE FAILED test_durations.py::test_spaces_valid[1d 2h 3m 4s-93784] - ValueError: ...\nE FAILED test_durations.py::test_spaces_valid[1h 30m-5400] - ValueError: inval...\nE FAILED test_durations.py::test_spaces_valid[2h 30m 15s-9015] - ValueError: in...\nE FAILED test_durations.py::test_decimals_valid[1.5h30m-7200] - ValueError: inv...\nE FAILED test_durations.py::test_decimals_valid[1.5h1m-5460] - ValueError: inva...\nE FAILED test_durations.py::test_results_are_plain_ints - ValueError: invalid d...\nE 21 failed, 101 passed in 0.22s\nE \nE assert 1 == 0\nE + where 1 = CompletedProcess(args=['/usr/bin/python', '-m', 'pytest', '-q', 'test_durations.py'], returncode=1, stdout='....FFFF.....est_durations.py::test_results_are_plain_ints - ValueError: invalid d...\\n21 failed, 101 passed in 0.22s\\n', stderr='').returncode\n\n.bench_check/test_hidden.py:87: AssertionError\n=========================== short test summary info ============================\nFAILED .bench_check/test_hidden.py::test_valid[1h30m-5400] - ValueError: inva...\nFAILED .bench_check/test_hidden.py::test_valid[1d2h3m4s-93784] - ValueError: ...\nFAILED .bench_check/test_hidden.py::test_valid[1H30M-5400] - ValueError: inva...\nFAILED .bench_check/test_hidden.py::test_valid[2D-172800] - ValueError: inval...\nFAILED .bench_check/test_hidden.py::test_valid[ 1h 30m -5400] - ValueError: i...\nFAILED .bench_check/test_hidden.py::test_valid[1d 2h 3m 4s-93784] - ValueErro...\nFAILED .bench_check/test_hidden.py::test_the_plan_asked_for_tests_and_they_pass\n7 failed, 42 passed in 0.45s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "stuck", "outcome_note": "2 commands failed in a row: `cd /tmp/nisse-bench/df3e4e010d52475b9f9e778c3fae55de && sed -i 's/\"1h -30m\", \"0s 0s\"/\"1h -30m\", \"\\\\n\"/' test_durations.p`: alueError: inv...\nFAILED test_durations.py::test_decimals_valid[1.5h1m-5460] - ValueError: inva...\nFAILED test_durations.py::test_decimals_invalid[3.5m] - Failed: DID NOT RAISE...\nFAILED test_durations.py::test_results_are_plain_ints - ValueError: invalid d...\n17 failed, 105 passed in 0.23s\n\nstderr:; `cd /tmp/nisse-bench/df3e4e010d52475b9f9e778c3", "prose_turns": 1, "provider": "openai", "rate_limit_wait_s": 0.0, "success": false, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 80691, "tokens_out": 41924, "trimmed_requests": 0, "ts": "2026-10-24T06:16:12+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 754.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": "................................................. [100%]\n49 passed in 0.29s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "spec-parser", "task_hash": "da37be7fe1b360a6", "tokens_in": 211535, "tokens_out": 28749, "trimmed_requests": 0, "ts": "2026-10-24T06:25:29+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 24, "wall_s": 556.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 101324, "tokens_out": 12181, "trimmed_requests": 0, "ts": "2026-10-24T06:29:36+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 14, "wall_s": 246.6} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 84848, "tokens_out": 5649, "trimmed_requests": 0, "ts": "2026-10-24T06:31:41+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 12, "wall_s": 124.9} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 60619, "tokens_out": 9368, "trimmed_requests": 0, "ts": "2026-10-24T06:34:51+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 10, "wall_s": 189.8} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 2, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "failed", "outcome_note": "kept replying in prose", "prose_turns": 2, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 198038, "tokens_out": 20650, "trimmed_requests": 0, "ts": "2026-10-24T06:42:09+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 26, "wall_s": 437.2} +{"backing": "openai/qwen3.8-flash-next", "check_output": ".......... [100%]\n10 passed in 0.02s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "trace-bug", "task_hash": "d5fc20a602374663", "tokens_in": 77502, "tokens_out": 6784, "trimmed_requests": 0, "ts": "2026-10-24T06:44:35+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 11, "wall_s": 146.0} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 1, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 20336, "tokens_out": 1119, "trimmed_requests": 0, "ts": "2026-10-24T06:45:04+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 8, "wall_s": 28.7} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 136343, "tokens_out": 5207, "trimmed_requests": 0, "ts": "2026-10-24T06:47:18+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 31, "wall_s": 134.1} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ [100%]\n8 passed in 0.01s\n", "commit": "7a57cef", "cost": 0.0, "failed_commands": 0, "fallbacks": [], "invented_tools": 0, "model": "qwen3.8-flash-next", "model_info": {"max_input_tokens": 131072, "max_output_tokens": 32768, "supports_function_calling": true, "supports_tool_choice": true}, "note": "flash-next thinking, git ws", "outcome": "completed", "outcome_note": "", "prose_turns": 0, "provider": "openai", "rate_limit_wait_s": 0.0, "success": true, "task": "write-function", "task_hash": "9bb2ea20c66ef0c1", "tokens_in": 48771, "tokens_out": 2452, "trimmed_requests": 0, "ts": "2026-10-24T06:48:20+00:00", "tuning": {"build_vm": {"retry_s": 300.0, "settle_s": 180.0}, "context": {"compact_at": 0.6, "compact_keep_turns": 3, "compact_to": 0.25, "keep_recent_turns": 6, "safety_margin": 0.1}, "delegation": {"max_tokens": 200000, "max_turns": 30, "wall_clock_s": 900.0}, "driver": {"failure_limit": 2, "max_turns": 40}, "expert": {"consult_budget": 3}, "loop": {"bug_grace_s": 600.0, "general_idle_s": 86400.0}, "memory": {"max_turns": 10}, "preflight": {"command_timeout_s": 900, "max_turns": 20}, "tools": {"command_timeout_s": 120, "max_output_chars": 4000}}, "turns": 16, "wall_s": 61.3} +{"backing": "openai/qwen3.8-flash-next", "check_output": "........ 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