- The Dockerfile's test stage stacks on TEST_BASE: this build's agent by
default, or a published image. It adds only the test tools (uv export
of the dev group into the image's environment), never reinstalling the
agent, so the suite tests the image as published.
- scripts/e2e.sh --image passes NISSE_E2E_MODEL into the container.
- The plan marks M1.5 done: v0.1.0's published image passed the whole e2e
suite (9 of 9, 11m37s), with the release's own tests over it.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
The e2e roles move to qwen3.8-27b-nothink, a LiteLLM alias for the same
model with chat_template_kwargs enable_thinking false. With thinking, a
growing share of answers ran to 2-8k tokens (two hit the 8192 cap), which
took one test from 3.5 to 20 minutes.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
archive.ubuntu.com has been crawling (a few KB/s), taking the sshd install
in every job from 8 seconds to 3.5-9.5 minutes (another agent measured it;
the runner and inference-4090 were healthy). scripts/ci-sshd.sh skips the
install when the image has sshd, and otherwise points apt at
mirrors.edge.kernel.org first (both source layouts, 22.04 and 24.04).
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- Every PR: lint, unit tests across the runner's cores (pytest-xdist), 16
property walks from a seed that moves with the run number, integration
tests, and the end-to-end smoke tests (the slice, a conversation filed
as work, a question; `smoke` marker).
- A PR labelled e2e:full, a push to main, or a manual run: all 48 walks and
the whole end-to-end suite. Adding e2e:full to a PR runs it; any other
label runs nothing.
- A published release runs the full set before its image is built.
- The walk's seeds come from NISSE_WALK_SEEDS / NISSE_WALK_FIRST (48 from 0
by default).
Measured here: the unit tier on 2 workers took 3m49s against 6-8 minutes
serially.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
A 502, 503 or 504 from the LiteLLM proxy, or a dropped connection, is
retried after 5, 15 and 45 seconds before the call fails. Twice on
2026-10-07 a short burst of 502s stopped work outright: the integration
tier at 16:39 and an e2e conversation at 20:43, where the item waited on
the operator after one refused call.
Not retried: a 500 (it may be the request's fault), a timeout (it already
had its request_timeout_s), or a budget refusal. Rate limits keep their
single 20-second retry. The time spent waiting is reported with the rate
limit's (last_rate_limit_wait_s), so it isn't counted as the model's.
Tests: an outage waited out, one that outlasts the backoff, a dropped
connection, a 500 and a timeout not retried, a budget refusal not waited
on. The offline agent in test_agent_build skips the backoff (its proxy
doesn't exist).
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- on: release (published), not on any v* tag: only a deliberate release
builds an image; the version is its tag without the v, plus latest.
- docker/login-action, setup-buildx and build-push-action, as the runner
already serves them for inlaw_outlaw; the version as a build argument
and image label.
- Comments on why the registry needs a personal token (the job token's
empty package scope) and that packages belong to the repository owner.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- Dockerfile: built with uv into /opt/nisse (installed, not editable),
run on python:3.12-slim with openssh-client as user nisse; stateless,
with state in a /var/lib/nisse-dev volume, config mounted at
/etc/nisse-dev/nisse-dev.yaml, secrets as environment variables, keys
mounted read-only. 202 MB. Its `test` stage adds the tests and their
tools over the installed package (UV_NO_SYNC, so `uv run` never swaps
in the source tree); the default target is the agent.
- scripts/e2e.sh --image REF runs the suite inside an image's test stage,
on its own sshd.
- CI builds both images on every PR (nothing pushed); release.yml pushes
gitea.dongar.net/dongar/nisse-dev:<tag> and :latest on a v* tag, with
the REGISTRY_TOKEN secret.
- scripts/bringup.sh builds the code under test into an image and runs it
in the systemd unit (root, $E2E mounted at its own path); `plan` prints
what it would run; the build-VM set-aside reads the projects: config.
Checked: the image refuses to start without a config, runs as uid 10001;
one e2e test passed from the test stage (2m45s, $0).
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- Questions never change state (L5, #77): a message ending in "?" to a
waiting project item starts a question run (reply and look-only tools,
an instruction to change nothing), and the item goes back to the very
wait it was in: a restatement up stays up and a go binds to it; the
agent's own question stays open.
- Explanations: a restatement gives its reasons and the main alternative;
a revision says what changed (restate(changed), sent back without it);
a milestone's summary says what was done, verified and left open.
- Progress in prose (#42): the driver's and a helper's own words for a
turn are posted, trimmed, at most once a minute per item; `details`
shows the last tool calls; a message arriving mid-run is acknowledged at
once ("Noted; ...").
- CI: the e2e job's comments and the plan no longer claim a newer push
cancels the run it supersedes (Gitea here doesn't); the concurrency
block goes.
Tests: conversation unit tests (questions in a go-ahead and an answer wait,
an unanswerable question, revisions, progress rate and trimming, details,
mid-run notes), the helper's progress, the walk asking questions in every
state with a questions_change_nothing property (routing questions the old
way fails 32 of 48 seeds), and an e2e question while a restatement is up.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- roles.driver (unset: the planner's model) and roles.classifier (unset:
the expert's); the mapping is pinned when an item opens, and the driver
and the go-ahead reader run on the item's own (L9).
- profiles: in configuration (tools, strengths, weaknesses), used in
briefings: the driver's instructions say what its helper and expert are
good at, the helper's brief who reads its handback; never a model name.
- delegate(task) and ask_expert(question) for the driver. A helper works
on a branch off the milestone's; on a handback its work comes back as
uncommitted changes, otherwise it is discarded, so harness branches
never hold commits only the clone has. ask_expert keeps its budget.
- Triggers: failure_limit failed commands in a row (Driver's new "stuck"
outcome) or the turn cap, mid-milestone, call a helper in once per
milestone; if it fails too, the item waits on the operator. A
delegation cut off by a crash is discarded at boot.
- Evaluation capture: delegations and ask_expert as before, and the
reader's verdicts as classifier pairs.
Tests: help tests (merge-back, discard, needs a milestone, the stuck
trigger and its once-per-milestone limit, the expert and its budget,
pinning, briefings by profile, boot discarding a cut-off delegation),
config tests for roles and profiles, and the walk delegating with a
scripted helper that sometimes fails, with a delegations_settle property.
The walk found helper commits stranded on a merged PR's branch, fixed by
returning a helper's work uncommitted.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
Found by the first local e2e run: qwen3.8-27b put a new project's code in
the same PR as its ARCHITECTURE.md, with no build plan. D1 says a `design`
item agrees its design before any code, and that rested on wording only.
- Until a PR of a `design` item has merged, finish_milestone is sent back
if the milestone changes anything but ARCHITECTURE.md and docs/, naming
the paths to take out. The merge is recorded (design_merged) and code
may follow.
- The label's instruction and the new project's brief say so plainly:
documents first, in a PR of their own; code after it has merged.
Tests: a design milestone with code is sent back and only the documents
are published, then code after the merge; the walk's model follows the
rule.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- propose_project(name, purpose, decisions) in a conversation goes up for
a go-ahead (checked: a slug, not an existing project, no trailing
question).
- On go, the provisioning checklist (D1): a repository with a README,
protection on its default branch, the agent as a collaborator, a build
VM, a deploy key, and the project entry as YAML with <...> to fill in.
- On "done", the agent reads its configuration again and adds the new
project live (build_loop_agent(load=...); only additions), then checks
what was provided (D4, verified, not assumed): permissions and
protection as it sees them, then on a throwaway branch with an empty
commit, a branch push must succeed and a push to the default branch and
merging its own PR must be refused. The check's PR is closed and its
branch deleted. Failures are said per item; nothing starts.
- Checked: the tracking issue (the distilled decisions, carrying the new
item's ID), and the project's item, agreed and labelled `design`, whose
first milestone is ARCHITECTURE.md and the build plan. A conversation
waiting on provisioning doesn't close as idle.
- The walk replays exactly from its seed (item IDs too), and event IDs
stay unique across simulated restarts, as a server's are.
- The test config holds output to 8192 tokens, under the test key's
per-request cost cap.
Tests: new-project unit tests (checklist and its YAML parse as config, done
before the entry, what isn't set up, a checked project's record and first
PR, an existing name), protection enforced by a hook on the fake forge,
the walk proposing projects and saying done, and an e2e new project in a
repository the test operator provisions from the agent's checklist.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- Every e2e role runs on qwen3.8-27b on the RTX 4090 (e2e_roles();
NISSE_E2E_MODEL overrides, e.g. claude-haiku-4-5). The first full run
passed 7 of 8 in 26 minutes for $0.0000; the eighth was a real finding,
fixed with the new-project PR.
- scripts/e2e.sh reports a run's spend on the test key and the day's total
against its budget: above $0 on the local model means a paid fallback.
- CI runs the suite as its own job on pull requests (not pushes to main),
on a throwaway sshd (--local), cancelling a run a newer push supersedes,
so the checks job still reports in minutes.
- The plan says so: e2e on every PR; locally only -k / --lf.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
Every live test that touches a repository gets one of its own from
e2e_support.fresh_repo, made by the test operator as an operator makes a
project's (D4, D8): seeded from tests/integration/seed/ (the sandbox's
package, without past runs' leftovers), the agent's account a collaborator
with write access, main protected (pushes only by the owner, an approval to
merge), and a deploy key generated for the run. It is deleted afterwards
(NISSE_E2E_KEEP_REPOS keeps it); scripts/e2e-cleanup.sh deletes leftovers.
- Both e2e fixtures use it; per-run base branches are gone. The merge
helper approves first, as the protection now requires.
- test_gitea_live uses it, so CI needs NISSE_OPERATOR_TOKEN and no longer
writes the sandbox deploy key (NISSE_PUSH_KEY).
- A live test of the helper: seeded, shared with the agent, protected
against it, deleted.
- nisse-test.yaml's project entry is a placeholder; pytest and ruff skip
the seed.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- A top-level message that isn't a command is a conversation: an item in
the `general` scope (L1), threaded under the operator's message, with
`reply`, `ask_human` and `propose_work` and no workspace or execution.
`general` is reserved as a project name.
- propose_work(project, title, summary) goes up as a revision for a
go-ahead (or a plain yes). On go, under a file_issue intent (L8), the
record issue is opened in that project, assigned to the agent and
carrying the new item's ID; its item starts agreed, with the summary as
its brief. Intake skips any issue carrying an ID (D1); boot adopts a
filed issue or puts the proposal up again.
- A conversation closes after tuning.loop.general_idle_s (default a day);
a reply in its thread then starts a new conversation that continues it.
Tests: conversation unit tests (threading, filing, the marker, an unknown
project, changes, idle close and continuation, a plain yes, both crash
cases, commands at top level); the walk with conversations, proposals and
idle time, and records_have_one_item / conversations_do_no_work; an e2e
conversation that becomes filed work.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- Config: `projects: {name: entry}` with repo, base_branch, workspace,
build_host, push credential, labels (defaults added to every issue),
secrets by ${VAR} reference with visibility (commands | harness), and
egress (recorded, not enforced). Every problem in every entry is
reported at once; an inline secret, a bad visibility, a repeated repo or
a non-slug name is an error.
- The old loop runs exactly one project (only_project) and refuses more.
- The new loop is per project: each its own clone, workspace (with its
commands-visible secrets, redacted on return), push credential and
milestones; intake polls every project's repository; items are scoped
to their project for every run, publish and PR watch. Issues are named
project#14 when there is more than one project, and a bare #14 that
matches two is asked about. Switching projects parks the one worked on
last (all others after a boot).
- A restatement that ends in a question is sent back to the driver, not
posted: the e2e driver kept asking "Is this the right interpretation?",
which a plain yes can't answer.
Tests: config entries and errors, two-project assembly, two-project loop
tests (intake, own workspaces and repos, #14 in both, do-next, label
defaults, parking across projects), the property walk over two projects
with a new own_repository_only property (an item using the first
project's repo fails 15 of 16 seeds), and the restatement check.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- L1: `general`, the scope of conversation not (yet) about a project: an
item per thread, no repository, build VM or execution; closes after a day
idle, a later reply starting a linked item.
- L5: every conversation is an item from its first message; chit-chat is
answered, only work gets a Gitea issue.
- D1: a conversation's record issue is opened once it's work on a project.
The new-project sequence: proposal, a provisioning checklist in Matrix,
verified when the operator says done, a tracking issue carrying the
distilled decisions (not the raw chat), then the architecture PRs.
- Q: a scratch build VM for general replaces the answered question about
records for pure conversations.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- Every milestone branch is cut from the latest default branch: the next
milestone builds on the merged previous one, and a redo after a closed PR
drops the rejected work. Uncommitted work comes along.
- While the item's PR is open, start_milestone is refused, with the PR's
state read from Gitea at that moment, not the last watch round.
- finish_milestone(final): earlier PRs say "Part of #N", the last "Closes
#N"; unsaid, it's final, as before.
- close_item with the item's PR still open waits for the merge (L2: a
closed item leaves nothing open).
- The driver's instructions cover ARCHITECTURE.md and build plans under
docs/plans/ (D2); the harness never parses a plan.
- Parking stashes uncommitted work and pushes it to <item>-parked, put back
on resume, instead of committing it onto the item's branch. The walk
found a half-done review fix parked onto a PR that had merged meanwhile,
where it was lost. Architecture D4's parking line says so.
Tests: unit tests for fresh milestone branches, the merge wait (including
a merge not yet watched), redo after a closed PR, Part of/Closes, close
waiting on an open PR, and the parked-fix regression; the walk's new
milestones_start_fresh property (fork-from-current fails 9 seeds); an e2e
two-milestone feature.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
- Commands that name their item ("go #14", "abandon #14", "stop #14")
apply to it wherever they're said; go, approve and abandon alone at top
level are asked about (L5). stop is never taken as an answer.
- A plain-language reply to a restatement is read by GoAheadReader, one
model call that agrees only on a clear yes; questions never reach it. The
agent says "taking that as a go-ahead on rev-N" first, bound to the
revision on screen at arrival (L3, L5, D1).
- Labels steer (D1): `bug` goes ahead after tuning.loop.bug_grace_s
(default 600 s) unless the operator replies; `discuss` isn't offered
restate until the operator has spoken; `bug`, `discuss` and `design` add
to the driver's instructions. A restatement asks no questions.
Tests: label and command unit tests, the property walk with labelled
issues, plain yeses, named gos and time passing (grace_only_unanswered,
discuss_talks_first), and e2e tests for a bug proceeding after its grace
period and a plain-language go-ahead.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
Several work items on the new loop (L1, D4):
- Switching parks the item on the workspace: its work is committed and its
branch pushed; resuming checks the item's branch back out. Branches of
open items are never set aside by a fresh workspace.
- Next item: the operator's "do #N next" first, otherwise the oldest.
- Issues with open Gitea dependencies are blocked until they close, checked
at intake and on every round; status shows blocked items and the line.
Tests: queue unit tests, the property walk over several issues with
dependencies and a new parked_work_safe property (it catches parking
disabled), and an end-to-end test with two issues where B depends on A.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
From the new loop's first live run (sandbox #255, PR #256):
- A question asked on the PR is answered on the PR (an inline one quoted
with its file and line, since the API can't reply in its thread), with
a pointer in the item's Matrix thread; one asked in Matrix stays there.
- wait_for_review: when a review needs no change, or only the operator's
merge is left, the item waits on the merge instead of on an answer.
- finish_milestone takes the PR's title from the driver.
The e2e test's merge waits out Gitea's brief 'try again later' after a
push.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
The first live run of the new loop's e2e test found that a fact recorded
while start_milestone was in flight landed between the tool call and its
result; both API formats reject that, so every later request in the run
failed. Views now keep each result right after its call. Scripted test
models check the APIs' ordering rules, so this can't pass unit tests
again.
The e2e tests no longer depend on the sandbox's history: each run asks for
a uniquely named function and works against a base branch of its own,
deleted afterwards. The review step asks for a change that can't already
be there. The scripted operator gives up after five fruitless answers, and
each run keeps its state store for inspection. The driver's prompt says
review fixes stay in the current milestone.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
From an issue the scripted operator files and assigns in Gitea, through
the restatement, go-ahead, milestone and PR, a review comment answered
with a pushed fix, to an approved and merged PR and a closed item and
issue. The operator acts in Gitea through its own test account
(NISSE_OPERATOR_TOKEN) and in the item's thread through the in-memory
transport. Runs from scripts/e2e.sh.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
test_loop_properties.py walks the new loop with a seeded mix of operator
and Gitea actions (go-aheads, stale go-aheads, answers, comments, merges,
the comment-then-merge race, closes, abandon, a crash and restart) and an
adaptive scripted model, checking every loop.qnt property after every
step. It found two bugs, both fixed with regression tests: abandoning an
item left its open PR open (the model's fix 1, now in code), and after a
review fix became a follow-up PR, the next fix went to the merged branch.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
A work item starts from a fresh workspace: fetch, set aside (never
discard) leftover changes, branches and unpushed commits, a clean default
branch, and a branch of its own (D3, #62). start_milestone cuts the
milestone's branch; finish_milestone commits only the work, pushes and
opens a PR that closes the issue, under an intent, adopting an open PR and
treating a closed one as the operator's answer (D4). Between runs the
loop watches each item's PR: operator comments and inline review notes
(#69) reach the item, a merge or close hands back to the driver. A review
fix is checked after it's pushed and goes out as a new PR if the PR merged
first (D5). At boot an interrupted publish is settled against Gitea (L8).
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
dongarandClaude Opus 5.5
dev-agent