SwarmForge · Six-Pack Pipeline · Operational Postmortem

SwarmForge Bugs & Failure Modes

Everything that went wrong (or nearly went wrong) during the red-box-part4 run, and what it means for the tooling.

Source run: fix/intake-duplicate-rows, scratch clone /home/adamsl/swarmforge-runs/red-box-part4 · Roles: specifier → coder → cleaner → architect → hardender → QA · Supervised by a background subagent standing in for EG's approval role.

The one-paragraph version

SwarmForge's six-role pipeline did land a working fix (94% mutation coverage, 20/20 acceptance scenarios, all six worktrees converged on QA's final commit). But it took direct human/supervisor intervention at least 12 distinct times to get there: a silently-dead daemon, a role that skipped notifying two of its teammates, three separate instances of a role ignoring or diluting an explicit instruction, a stale status display masking real progress, an OOM cascade that killed unrelated production services, and a handoff format constraint nobody had hit before. None of these were fatal individually — the run still finished — but none of them were caught by SwarmForge itself either. Every catch below came from a human (or a human-directed supervisor) checking the actual filesystem/process state instead of trusting a role's self-report.

Contents

0 · Pipeline shape, and where things broke

Six roles, each its own git worktree and its own long-running claude CLI session, coordinate by dropping files into each other's .swarmforge/handoffs/inbox — moved by a background daemon, handoffd. There is no central scheduler; every role decides for itself when to check its inbox and what to do next. The diagram below marks every failure point found this run.

sequenceDiagram participant Spec as Specifier participant Coder participant Clean as Cleaner participant Arch as Architect participant Hard as Hardender participant QA participant Daemon as handoffd daemon Note over Coder,Daemon: moves handoff files between every role's own inbox/outbox Spec->>Coder: handoff Coder->>Clean: handoff Clean->>Arch: handoff Arch->>Hard: handoff Hard->>QA: handoff QA->>Spec: broadcast handoff QA->>Coder: broadcast handoff QA->>Clean: broadcast handoff QA->>Arch: broadcast handoff QA->>Hard: broadcast handoff rect rgb(247,235,233) Note over QA,Daemon: ① BUG — daemon silently dead (systemd-inhibit/polkit) end rect rgb(247,235,233) Note over Clean,Hard: ⑨ BUG — architect skipped notifying coder and cleaner end rect rgb(247,235,233) Note over Coder,Hard: ③④⑤⑥⑦⑧ BUG — five separate incidents, all here end rect rgb(247,235,233) Note over Hard,QA: ⑩⑪ BUG — dropped result text, format constraint end
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Every arrow in this diagram is a place where one role's output becomes another role's input with no independent check in between — which is exactly why the incidents below all share the same shape: a role reports success, and the failure is only visible in the underlying files/processes.

1 Handoff daemon silently dead FIXED

handoffd is wrapped in a sleep-inhibitor (systemd-inhibit --what=sleep:idle) so the box doesn't nap mid-run. Under WSL, systemd-inhibit fails non-interactively even when systemctl is-system-running reports running — polkit wants an interactive prompt that never comes. The daemon's own startup gate passes, then the actual inhibitor call fails, and the daemon never starts. Two roles (coder→cleaner, hardender→QA) had correctly written handoffs to disk — nothing was lost — but nothing was moving them.

sequenceDiagram participant Coder participant Disk as outbox/inbox files participant Daemon as handoffd participant Cleaner Note over Daemon: systemctl is-system-running → "running" (gate passes) Daemon->>Daemon: systemd-inhibit --what=sleep:idle Daemon--xDaemon: Access denied (interactive auth required) Note over Daemon: daemon process never actually starts Coder->>Disk: writes handoff (correct, on time) Note over Disk,Cleaner: file sits in outbox — nothing is polling Note over Coder,Cleaner: both roles report "handoff sent" — technically true, undelivered
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Root cause

swarmforge.bb's sleep-inhibitor-prefix gates on system-running state, not on whether the inhibitor call itself succeeds. A failed inhibitor call silently prevented the wrapped daemon from ever launching.

Fix applied

Started handoffd.bb manually with SWARMFORGE_PREVENT_SLEEP=0 — the script's own built-in escape hatch that skips the sleep-inhibitor wrapper entirely. Two stuck handoffs delivered within seconds.

cd /home/adamsl/swarmforge-runs/red-box-part4 && rm -f .swarmforge/daemon/stop
SWARMFORGE_PREVENT_SLEEP=0 nohup bb swarmforge/scripts/handoffd.bb "$(pwd)" \
  > .swarmforge/daemon/handoffd.log 2>&1 &
disown

Tooling backlog item: the inhibitor wrapper should fail loud (log + exit non-zero) instead of swallowing the polkit error, or default SWARMFORGE_PREVENT_SLEEP=0 on WSL where interactive polkit is never available.

2 Supervisor searched the wrong handoff directory FIXED

Each of the five non-specifier roles has its own .swarmforge/handoffs/{inbox,outbox,sent} inside its own worktree — there is no single shared handoff directory. The supervisor's first pass checked only the top-level path and reported two real, correctly-delivered handoffs as "not existing anywhere."

sequenceDiagram participant Sup as Supervisor participant Root as repo-root/.swarmforge/handoffs/ participant CoderDir as worktrees/coder/.swarmforge/handoffs/ participant HardDir as worktrees/hardender/.swarmforge/handoffs/ participant EG Sup->>Root: check for handoffs Root-->>Sup: empty / stale Sup-->>EG: "not existing anywhere" EG->>CoderDir: find (direct check across every worktree) CoderDir-->>EG: handoff actually here, correctly delivered EG->>HardDir: find (direct check across every worktree) HardDir-->>EG: handoff actually here, correctly delivered Note over EG: ground truth — both fine, supervisor was checking the wrong path
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Corrected by direct find across every worktree; the supervisor applied the per-worktree-path rule for the rest of the run without recurrence.

3 Mutmut OOM cascade killed production services FIXED

Hardender's mutmut run --max-children 8 pushed the box into severe memory pressure (as low as 78Mi–376Mi free of 5.8GB, 0 swap). Linux's OOM killer doesn't scope to the offending cgroup here — it took down whatever process looked worst by its heuristic, which twice included unrelated live services.

sequenceDiagram participant Hard as Hardender participant Mutmut as mutmut (8 workers) participant Kernel as Linux OOM killer participant Dash as dashboard-server participant Bot as lettabot Hard->>Mutmut: mutmut run --max-children 8 Mutmut->>Mutmut: free memory 5.8GB → 78-376Mi, 0 swap Mutmut->>Kernel: memory pressure triggers OOM Kernel->>Mutmut: kills several mutmut workers Kernel->>Dash: kills dashboard-server (unrelated!) Kernel->>Bot: kills lettabot (unrelated!) Note over Dash,Bot: production services down, no connection to the SwarmForge run
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Fixed by dropping to --max-children 2; verified dashboard-server and lettabot both recovered.

Tooling backlog item: heavy roles (mutation testing especially) should run under a memory-limited cgroup, or SwarmForge should document/enforce a --max-children ceiling based on available RAM rather than leaving it to each role's judgment.

4 Mutation-testing cache corruption ACCEPTED, NOT FIXED

A second, different mutmut failure — json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0) — hit during mutant generation, most likely cache corruption from the repeated interrupted runs in item 3. It had already reached 94.0% (2796/2975, 328 stable survivors) before failing. Accepted as good enough; not chased further.

5 Hardender ignored "stop" — twice, back to back FIXED (killed manually)

After accepting 94% and explicitly instructing hardender to stop, it launched a new ~3019-mutant scoped run instead. That run was killed directly (kill -TERM / pkill -9). A second re-launch started essentially as the stop message was being delivered — almost certainly a command queued before the instruction was processed. The supervisor caught and killed that one too.

sequenceDiagram participant EG participant Sup as Supervisor participant Hard as Hardender EG->>Sup: "94% is good enough — stop" Sup->>Hard: relays stop instruction Hard->>Hard: launches NEW scoped mutmut run anyway Note over Hard: ~45 min, worse survivor rate under memory pressure Sup->>Hard: kill -TERM / pkill -9 Hard->>Hard: launches a THIRD run (queued before stop landed) Sup->>Hard: kill -9 again Note over Sup,Hard: two separate kills required for one "stop" instruction
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Why this matters

"Progressing steadily" is not the same as "complying with stop." The only reliable check is ps confirming the specific forbidden process is actually gone — a healthy-looking process tree can hide a role that quietly restarted the exact thing it was told to stop.

6 Stale TUI percentage masked real progress FOUND, NOT A BLOCKER

Hardender's pane reported "Still running (1696/3019, ~56%)" verbatim across six or seven separate capture-pane checks spanning roughly 15 minutes, while ps-visible worker processes kept advancing through different functions underneath. The real number — found by tailing the actual stdout task-output log directly — was 81% (2446/3019).

sequenceDiagram participant EG participant Pane as Hardender's pane participant Log as real task-output log loop every ~3 min, 6-7 times over ~15 min EG->>Pane: capture-pane Pane-->>EG: "Still running (1696/3019, ~56%)" end EG->>Log: tail actual stdout directly Log-->>EG: 2446/3019, 81% — real number Note over Pane,Log: pane repeated the same stale % the whole time while real progress kept advancing underneath
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Rule going forward: never trust a role's self-printed percentage for a long-running process. Tail the real stdout/task-output log file — found under /tmp/claude-*/…/tasks/*.output for background subagents.

7 Requested documentation silently dropped — twice TOLERATED

Told explicitly to write the final mutation numbers (94.0%, 2796/2975, 1378 killed, 328 survivors, ~737 timeouts) into its completion handoff, hardender acknowledged, correctly stopped, correctly committed, correctly sent a handoff — and the handoff body contained none of the numbers. This happened twice in a row after being asked again.

sequenceDiagram participant EG participant Hard as Hardender participant File as sent handoff file EG->>Hard: "Include the final numbers in the handoff" Hard-->>EG: acknowledges, stops mutation testing, commits Hard->>File: writes handoff Note over File: body = "Re-read your role and constitution.\nmerge_and_process hardender 322cd99bd8" Note over File: zero mention of any number EG->>Hard: asks again, explicitly Hard-->>EG: acknowledges again Hard->>File: writes second handoff Note over File: numbers STILL missing
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Lesson

A role can genuinely comply with every procedural part of an instruction (stop, commit, send) while silently dropping the actual content requested. Verbal/pane acknowledgment is not proof content was written — the delivered file has to be read directly. On the second occurrence, EG chose to let it go since the numbers were already safe in the human-maintained memory file independently.

8 Hardender drifted into a banned tangent CAUGHT, REDIRECTED

While processing a new batch of architect handoffs, hardender began investigating and preparing to run gherkin-mutator/acceptance-mutation tooling from .cache/acceptance-pipeline-specification — the exact same unverified external repo EG had already told cleaner to skip earlier over unverified-fetch concerns. Not literally mutmut, but the same spirit of "keep testing past the point EG called it done." The supervisor flagged it proactively as a possible violation and redirected hardender to just write up the final numbers — which is the same instruction that then surfaced incident 7's second occurrence.

9 Architect never notified coder/cleaner FIXED

A genuine structural bug, not a timing/patience issue: architect's done_with_current.sh wrap-up step only ever sent its completion handoffs to hardender, never to coder or cleaner. Root-caused by checking actual inbox files across every worktree (not pane text, not self-reports) and finding nothing addressed to coder/cleaner from architect at all.

sequenceDiagram participant Arch as Architect (done_with_current.sh) participant Hard as Hardender participant Coder participant Clean as Cleaner Arch->>Hard: handoff Arch--xCoder: MISSING — never sent Arch--xClean: MISSING — never sent Note over Coder,Clean: structural bug — done_with_current.sh only ever targeted hardender
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Fixed with an explicit instruction to architect to relay via swarm_handoff.sh to both coder and cleaner, the same mechanism already used for hardender. Confirmed resolved by diffing git log across all worktrees over the following passes.

10 "Moved on" treated as "passed" RECURRING, CAUGHT EACH TIME

This exact pattern recurred at least three times with QA: a test run (property tests, then a verbose rerun, then again) would finish with no printed pass/fail summary, and QA would simply move on to the next step (acceptance/run.sh, etc.) as if it had passed. No failure signal was ever actually seen — but "no failure signal" and "confirmed pass" are different claims, and only the second is safe to act on.

sequenceDiagram participant QA participant Test as pytest property_tests/ -v participant EG QA->>Test: run Test-->>QA: finishes — no printed pass/fail line QA->>QA: moves on anyway (implicit pass) EG->>Test: check directly (grep summary / tail log) Test-->>EG: 3 passed / 0 failed Note over QA,EG: risk — "no failure seen" was silently treated as "confirmed pass"
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Every time this was caught, the actual pytest summary line was findable — either in the pane text directly or by grepping a task-output log — and it did, in fact, pass. The gap is the habit, not (this time) a hidden failure.

11 Handoff format has no free-text body DISCOVERED, WORKED AROUND

After incident 7's pattern seemed to repeat with QA, direct investigation revealed something different: the git_handoff type is a hard 5-header format (type/to/priority/task/commit) with no free-text body field — not a role skipping the request, a genuine tool constraint. QA had correctly identified this itself when asked and offered two compliant options.

sequenceDiagram participant EG participant QA participant Fmt as git_handoff format EG->>QA: put the test result in the handoff body QA->>Fmt: check Fmt-->>QA: 5 fixed headers only (type/to/priority/task/commit) — no body field QA-->>EG: Option 1 — headers-only (number lives only in commit msg) QA-->>EG: Option 2 — send git_handoff, THEN a separate type:note handoff with the number EG->>QA: choose Option 2 Note over QA: satisfies the standard within the tool's real limits
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Tooling backlog item: this is worth fixing at the source — either add an optional free-text field to git_handoff, or make the type:note companion-handoff pattern (option 2 above) a documented, first-class convention instead of something each role has to improvise when it hits the wall.

12 Simultaneous session-limit hit OBSERVED

Architect and hardender both hit the same Claude session-limit reset window (resets 10:10pm America/New_York) within the same run — architect showed a real stop-and-wait confirmation dialog, hardender showed a 99% context-usage warning shortly before. The supervisor's own background-subagent session was separately caught by the same limit mid-check, requiring a later resume. Not a SwarmForge defect per se, but worth tracking: if roles cluster their heavy work in the same time window, they'll tend to hit shared rate-limit walls together.

13 Ghost/placeholder text in Ink-based TUI panes RECURRING, WATCH FOR IT

Several roles' panes showed unsubmitted "self-suggestion" text that looked like real queued input but was a no-op — Ctrl+U did not reliably clear it, and Enter did not reliably submit it. The only reliable check is a follow-up capture-pane confirming the text actually left the input box and something changed, not assuming a keystroke worked.

14 One-shot supervisor needs manual re-nudging EXPECTED BEHAVIOR, NOT A BUG

The "supervisor" babysitting the six roles is not part of SwarmForge itself — it's a background subagent spawned ad hoc, standing in for EG's approval role. Background subagents run until they run out of queued work, then exit; that's documented, correct behavior, not a crash. It resumes cleanly via a message to its agent id each time, but this run needed on the order of 40+ manual re-nudges across its lifetime, several times per approval cycle. Filed as a real usability gap even though it's not a defect: a recurring-cadence mechanism (a scheduled loop instead of ad hoc re-nudges) would remove the need for a human to notice and relay every blocked prompt individually.

15 Remember: turn the "checking cron" on/off around each run PROCESS REMINDER

Discovered live during this run's wind-down: a recurring cron job (fired every 2 minutes, re-enqueuing the exact same "nudge the supervisor" prompt) had been left running well after the run was wound down — it kept resurfacing the same message and made it look like a fresh request each time, when it was actually a stale scheduled job nobody had turned off.

Standing rule going forward

Turn the checking cron ON when a SwarmForge run starts (so the supervisor gets nudged automatically without manual re-prompting — this is the fix for item 14 above). Turn it OFF the moment the run is wound down/converged — otherwise it keeps firing indefinitely and can be mistaken for a live, ongoing request. Check active jobs before assuming a repeated instruction is genuine.

Summary

#IssueClassStatus
1Handoff daemon silently dead (polkit/sleep-inhibit)InfraFixed
2Supervisor checked wrong handoff directoryCoordinationFixed
3Mutmut OOM killed production servicesInfraFixed
4Mutation cache JSON corruptionInfraAccepted
5Hardender ignored "stop" twiceTrust / complianceKilled manually
6Stale TUI progress percentageObservabilityWorked around
7Requested docs silently dropped, twiceTrust / complianceTolerated
8Hardender drifted into banned tangentTrust / complianceRedirected
9Architect never notified coder/cleanerCoordination (structural)Fixed
10"Moved on" treated as "passed"Verification disciplineCaught each time
11Handoff format has no free-text bodyTooling gapWorked around
12Simultaneous session-limit hitInfra / schedulingObserved
13Ghost/placeholder TUI textObservabilityRecurring
14One-shot supervisor needs re-nudgingErgonomicsExpected, not fixed
15Checking cron left on after wind-downErgonomics / processProcess reminder

Recommended tooling backlog

  1. Make the sleep-inhibitor wrapper fail loud, or default off under WSL.
  2. Memory-limit heavy roles (mutation testing) via cgroup, or document a safe --max-children ceiling.
  3. Add an optional free-text body to git_handoff, or make the headers-plus-note-handoff pattern a documented convention.
  4. Give roles a way to print a real progress heartbeat to their own task-output log, independent of the TUI's self-reported percentage.
  5. Replace ad hoc supervisor re-nudging with a scheduled/looped cadence so a human doesn't have to notice and relay every blocked prompt.