Devin's export has tokens but no USD cost; estimate cost_usd from a per-model
$/1M price map (Opus/Sonnet/Haiku) and flag usage_estimated so the dashboard
shows it as approx.
When AQ_FLEET_REPO_BASE/<repo> is an existing checkout, create a git worktree off it
for branch aq/job/<id> (shares objects + remotes, leaves the main checkout
untouched) instead of cloning. Falls back to clone for remote-only repos. selftest
exercises the worktree path.
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Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Claim now carries verify (drives the existing verify gate -> PR opens only if it
passes) and autoMerge (squash-merge via gh pr merge after the PR opens, non-fatal).
selftest covers both.
Generated with [Devin](https://cli.devin.ai/docs)
Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
In PR mode the agent is asked to write .aq_pr.md (line 1 = PR title, then a markdown
description) based on the task + the diff it produced. The factory reads it for
`gh pr create` (via --body-file) and removes it before committing (never part of the
PR). Falls back to a derived title if absent. selftest asserts the authored title is
used and .aq_pr.md is not committed.
Generated with [Devin](https://cli.devin.ai/docs)
Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
MVP: when AQ_FLEET_REPO_BASE/<repo> is an existing local checkout, use it as the
clone source (fast, no network) and push/PR to its GitHub origin — embedded creds
in the local origin URL are stripped (gh credential helper handles auth). Selftest
PASS (full-path bare-repo fallback unchanged).
Generated with [Devin](https://cli.devin.ai/docs)
Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
When AQ_FLEET_PR=1 and a claimed fleet job carries a `repo`, run the agent in an
isolated checkout on branch aq/job/<fleetJobId> (off baseBranch), then on a passing
verify commit/push and `gh pr create`. The PR URL + branch are recorded in the meta
and reported on lease release (-> the coordinator stores them on the run).
- fleet-client: parse repo/baseBranch from the claim, carry them in frontmatter;
fleet_report_insights now sends prUrl/branch.
- _fleet_pr_prepare (clone/fetch + branch, local-path aware, identity fallback) and
_fleet_pr_open (commit/push/gh pr create). WIP checkpointing is skipped for PR jobs
(the pushed branch is the durable artifact).
- New flags: AQ_FLEET_PR, AQ_FLEET_REPOS_DIR, GH_BIN. README documented.
- selftest: +1 case (bare-repo origin + gh stub) — branch pushed, PR opened, prUrl
reported on release. Full self-test PASS.
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Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Previously the factory reported up to `review` and "shipping is always manual",
so a coordinator job never reached a terminal stage autonomously.
- On a passing local verify, always report `testing` to the coordinator so its
stage reflects that QA passed (was stuck at `review`).
- New AQ_FLEET_AUTOSHIP=1: the factory's verify gate IS the test phase, so advance
the coordinator job testing -> shipped and land it in shipped/ locally. This
closes the testing->shipped gap for an autonomous submit -> shipped pipeline.
Default off keeps the human review gate authoritative (job rests at testing).
selftest: +2 cases (autoship reports testing+shipped + lands in shipped/; autoship
OFF reports testing but withholds shipped). Full self-test PASS.
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Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Devin does not surface token/cost in its stdout or local log, so parse_usage
previously emitted nothing for the devin engine (runs showed no metrics). Devin
DOES expose per-step usage in its ATIF conversation export.
- build_agent_cmd: pass `--export <path>` for the devin engine (path derived from
the job log path so parse_usage can find it; harmless 4th arg for other engines).
- parse_usage devin: read the export and sum per-step metadata.metrics
input_tokens / output_tokens / cache_read_tokens; take model from agent.model_name.
Pure grep/awk, no new dependency. USD cost is left unset (the export carries token
counts but not cost) — the dashboard shows tokens + model, cost stays blank.
These feed fleet_report_insights, so live devin fleet runs now report tokens +
model to the coordinator (verified live: model "Claude Opus 4.8", tokensIn/out +
cache populated on a real run).
selftest: +1 case (parse_usage devin sums per-step tokens + model from --export).
Full self-test PASS.
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Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
#1 fleet_report_insights: on a successful fleet run the factory now reports the
parsed cost/token/effort metrics (model, tokensIn/Out/cached, costUsd, turns,
toolCalls) plus the run result onto the coordinator run via POST
.../lease/release (which also frees the lease). parse_usage already extracted
these into the job meta; they were never sent. Engines that do not expose usage
locally (devin) still land result + endedAt.
#2 normalize AQ_FLEET_API: platform-service mounts fleet under /api, so a base
without it silently returned 404 on every call. Strip a trailing slash and
append /api unless already present, so AQ_FLEET_API=http://host:4003 works too.
selftest: +2 cases (insights reported via lease/release; API-base normalization).
Full self-test PASS.
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Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Parse the wall ceiling from the budget manifest map (budget: { wall: <dur> })
and arm it alongside the per-run timeout. Whichever ceiling fires first binds;
the kill is recorded as result=timeout or result=budget_exceeded accordingly.
budget.wall extends timeout: a job with only a budget.wall (no timeout) is now
hard-killed at the ceiling. budget_exceeded is a terminal, non-retryable class
by default and maps to the failed tracker status.
Adds _budget_wall_secs + _effective_kill helpers (pure, unit-tested) and live
selftest coverage; usd/tokens remain best-effort and are not enforced here.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Add a safe, reversible path to validate the fleet coordinator against the proven
single-host path BEFORE cutover, via three independently-toggleable flags:
AQ_FLEET=0 pure offline (zero coordinator calls; offline path unchanged)
AQ_FLEET_ROUTE=1 route_via_service: coordinator authoritative for claim (default = P2-S3)
AQ_FLEET_ROUTE=0 local inbox authoritative (coordinator not used to source work)
AQ_FLEET_SHADOW=1 dual-run (needs AQ_FLEET=1 + ROUTE=0): query coordinator in parallel,
record divergence, NEVER act on it
Precedence: SHADOW only when ROUTE=0; if ROUTE=1 + SHADOW=1, ROUTE wins (one-shot warning).
lib/fleet-client.sh: fleet_route_enabled / fleet_shadow_enabled / fleet_flags_warn_once /
fleet_flags_state; fleet_shadow_claim (read-only — isolated `-shadow` factoryId +
dryRun, releases any real lease, never materializes), fleet_shadow_compare
(AGREE/DIVERGE/COORD_EMPTY/LOCAL_EMPTY → .state/fleet-shadow.log), fleet_shadow_report
(shadow:true, response never acted on), cmd_fleet_shadow_report (counts + agreement rate).
agent-queue.sh: ROUTE-gate claim sourcing (claim only when route_via_service);
shadow hook after the local authoritative decision each iteration (best-effort,
error-swallowed — shadow can never fail a real job); `fleet-shadow-report` subcommand
+ help; resolved flags surfaced in `status`/`fleet-status`. tryClaim/fence/offline
paths unchanged.
Strictly side-effect-free on real job state: shadow never ships, quarantines, or
mutates real jobs. Offline path byte-for-byte unchanged when AQ_FLEET=0.
selftest.sh: +8 checks (shadow AGREE/DIVERGE/COORD_EMPTY, non-fatal 5xx, ROUTE
precedence, ROUTE=0 local-authoritative, fleet-shadow-report summary, shadow_report
unit). 60 prior checks unchanged → 68 total green. README + GIGAFACTORY_ROADMAP
document the flag model + cutover ladder.
Generated with [Devin](https://cli.devin.ai/docs)
Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Sources lib/fleet-client.sh and adds a few fleet_enabled-gated hooks so the offline
git-queue path is byte-for-byte unchanged when AQ_FLEET is unset/0:
- cmd_run: register at loop start; per-iteration heartbeat (cadence) + lease renew
for in-flight fleet jobs + claim one coordinator job into inbox when capacity.
- meta: persist fleet_job_id + fleet_lease_epoch (from claim frontmatter).
- run_worker: report `building` (with WIP checkpoint) after WIP setup and `review`
before accepting the agent's output — a FENCED (stale-epoch/409) report self-aborts
and quarantines (never ships); 5xx/unreachable degrades (finish locally).
- _auto_echo: for fleet jobs route the outcome echo through the coordinator
(fleet_events) instead of the direct tracker echo; offline jobs unchanged.
- cmd_ship: fence-check before shipping a fleet job; release lease after.
- status: show factory id + per-job fleet=<id>@e<epoch>; insights lists fleet_* fields.
- dispatch + help: `fleet-status` command + a FLEET env section.
Implements §10 single-host tracker integration, closing the last Phase-1 §14 item:
- tracker_api: one curl-only HTTP wrapper (base URL + bearer + productId header),
overridable via AQ_TRACKER_API_CMD so tests need no live service. Emits the
response body + a trailing HTTP-code line; _api_call splits into API_BODY/API_CODE.
- aq from-tracker <ITEM_ID>: GET the Item, map title/description -> job body,
labels (engine-class:/profile:/priority:/cap:) + Item priority -> frontmatter,
and stamp tracker-item + a stable idempotency-key tracker-<id>. Materializes a
.md into inbox/ via cmd_add; idempotent (Slice 1 dedupe) so a re-pull never dups.
JSON parsed with POSIX awk (no jq) — mac + linux safe.
- aq to-tracker <job>: one-way echo (child -> tracker, §24.5). PATCHes the Item
status (building/review/testing->in_progress, shipped->done, failures->wont_fix,
all overridable) and posts a metrics-only comment (result/attempts/duration/
tokens/cost/diff — NEVER prompt content or secrets). Idempotent via meta
tracker_echoed; an echo failure (e.g. HTTP 500) is logged and non-fatal — the
tracker is downstream, never authoritative for execution.
- Opt-in auto-echo (AQ_TRACKER_AUTO=1, default OFF): the worker echoes on each
transition (building via cmd_run, review/testing/failed via run_worker, shipped
via ship/promote); never blocks or fails a job.
- status + insights surface tracker-item and the last echoed status.
curl-only HTTP; no new runtime deps; conventional + backward-compatible.
Implements roadmap §6 (profiles) and §5 deps on the bash runner, backward-compatible
(jobs without profile/deps behave exactly as before).
Profiles (§6):
- profile_get / profile_persona / fm_eff helpers + PROFILES_DIR (AGENT_QUEUE_PROFILES
override). A job's `profile:` inherits verify (<- default-verify), capabilities,
engine-class, prefers-engine, allowed-scope, review-policy when the job omits them;
job fields always override (precedence job > profile > default). Resolution runs via
fm_eff inside the capability gate and resolve_engine, so inherited caps/engine-class
take effect before launch.
- persona injection: the profile's persona block is prepended to the stripped body
fed to the engine (job .md unchanged on disk; nothing secret logged).
- allowed-scope guardrail (WARN-ONLY): scope_check logs a non-blocking WARNING +
records scope_warning= for changed paths outside the globs; path_in_scope is a
pure, unit-testable matcher (`dir/**` = subtree).
deps / DAG, single host (§5):
- deps reference other jobs by idempotency-key. dep_satisfied: shipped/ (hard) or
shipped/+testing/ (deps-mode: soft). deps_unmet drives a block-with-reason skip in
inbox selection (never launched/failed); cmd_status surfaces "blocked (waiting on
<keys>)". deps_would_cycle rejects cyclic submits on `add`.
- _drain_pending: `--once` drains past dep-blocked jobs (idle can't satisfy them)
while still waiting on retry/recovery backoff timers.
Meta now records effective (inherited) capabilities/engine-class/prefers-engine/
review-policy/allowed-scope so `status` reflects resolved config.
Implements the single-host bash equivalents of roadmap §25 (durability/crash
recovery) and §26 (execution insights), plus §11 retry/dead-letter stand-in.
Resilience (A1-A4):
- recover_orphans + `recover` command: building/ jobs with a dead worker (dead
pid, pidstart reuse-guard) are moved back to inbox/ with attempts incremented,
on `run` startup and each loop. Idempotent (folder location is the guard).
- WIP checkpointing: for a git cwd, _wip_start creates/checks out aq/wip/<job>
and _wip_checkpoint commits changes on every exit path via an EXIT/INT/TERM
trap; never commits to main/current branch; non-git cwd skipped. RESUME: a
relaunch whose aq/wip/<job> exists checks it out first (continue from
checkpoint). wip_base persisted in a write-once sidecar.
- retry policy (now functional): retry { max, backoff, on } requeues failures
whose class (timeout|verify_failed|crash) is in `on`, honoring backoff via
next_eligible (selection skips until eligible), up to max attempts; exhaustion
-> failed/ result=retries_exhausted with the WIP branch + full log preserved.
- state integrity: all meta writes stay append-only; attempts/next_eligible/wip_*
are re-derivable; recovery is crash-safe.
Insights (B1-B6):
- per-run metrics into meta: duration_s, exit, result, attempts, and (git cwd)
files_changed/lines_added/lines_deleted from numstat wip_base..HEAD.
- parse_usage(engine, log) adapter: generic AQ_USAGE line + Claude/Codex token
heuristics; Devin/Copilot TODO; usage_estimated flag; never fabricates numbers.
- status insights sub-line; new `insights [job]` command (per-job metrics or a
recent table + per-engine token/cost/success/duration rollup).
- privacy: only metrics are recorded, never prompt content or secrets.
Backward-compatible: legacy .md and non-git cwd behave exactly as before.
Implements Gigafactory Phase 1 - Slice 1 in the bash runner (backward-compatible;
a legacy engine/cwd/yolo-only .md behaves exactly as before):
- Parse all new §5 manifest keys via fm_get with safe defaults; record them in
<job>.meta and surface priority/profile/capabilities/tracker-item in `status`.
Only priority, capabilities, engine-class and idempotency-key are functional
this slice; the rest (profile, prefers, budget, deps, deps-mode, retry,
review-policy, artifacts, tracker-item) are stored but inert.
- priority ordering: inbox_sorted picks critical>high>medium>low, ties by oldest;
per-lock serialization preserved.
- capability grammar + match: detect_capabilities advertises os/engine/node/has
tokens; caps_match honors key, key:value, key<op>version and os:any. A job whose
declared capabilities the host cannot satisfy is moved to failed/ with
result=capability_mismatch and the agent is never launched.
- engine-class resolution: explicit engine wins; else engine-class picks the first
available engine honoring prefers-engine (agentic-coder->devin,claude,codex;
chat-coder->copilot). No available engine -> result=no_engine. Adds copilot to
the engine driver + COPILOT_BIN.
- idempotency-key dedupe on add: same key+body -> no-op; same key+different body
supersedes an inbox prior, else is rejected with a clear error.
No change to queue/ data or the run/ship lifecycle. macOS + Linux safe.
- requeue <job>: move a failed job back to inbox/ and drop stale meta/body so
it re-runs cleanly
- clean [--keep N]: archive finished jobs' logs+meta beyond the newest N
(default 50) into queue/.archive/<ts>/; running jobs + .md records untouched
- document both in usage + bytelyst-cli subcommand list
Record pidstart (ps lstart) at launch and verify it in all liveness checks
(_meta_active, status, stop) via _pid_alive, so a recycled pid can never be
mistaken for our worker. Falls back to plain liveness when no start time recorded.
cmd_run now checks daemon.pid liveness up front: if a run loop is alive it exits
with an error (protecting the single-launcher invariant locking depends on); a
stale daemon.pid (dead pid) is cleared and the run proceeds.
Replace live_workers with reservation-aware active_workers + shared _meta_active:
a job counts toward --max the moment its meta is written (before the worker is
backgrounded), so --max can never be exceeded. A <30s guard prevents a meta
orphaned mid-launch from pinning a slot. busy_keys now shares _meta_active.
Mark a running worker '⚠ stalled' when its log has not changed for more than
AGENT_QUEUE_STALL_MIN minutes (default 10), using log mtime as the freshness
signal. Implemented in both the bash status table and the Node dashboard.
Honor 'timeout: 45m' (90s|45m|2h|1d) by wrapping the agent in timeout/gtimeout
when available (hard process-tree kill), else a portable bash watchdog. On expiry
the job moves doing->failed with result=timeout and a TIMED OUT log line.
Serialize jobs by lock key (frontmatter 'lock:' override, default cwd) via the
single run-loop's pre-launch eligibility check; the oldest non-busy job is picked
regardless of --max. Adds a flock-based worker guard where flock exists (Linux);
macOS relies on the single-daemon model. Records lock= in job meta.
