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Everything you need to run Paperclip.

Guides, references, and walkthroughs for the people running AI agents at work. Start at the quickstart, or jump anywhere below.

Debug a stuck heartbeat

Five symptoms that cover almost every "this agent isn't working right" report. Open the agent's detail page and scroll to Run history before you start — every diagnosis below begins there.

1. Agent wakes up, then exits immediately

Symptom. Runs appear in Run history, complete in seconds, post no comment. Status flips back to idle.

Cause. Empty inbox plus a timer.

Fix. Agent → Run Policy → Heartbeat on interval. Turn it off and rely on assignment-driven wakes. See Heartbeats & Routines.

2. Checkout fails with 409 Conflict

Symptom. POST /api/issues/{id}/checkout → 409. Run aborts.

Cause. Two agents got woken for the same issue. The first one owns it.

Fix. Don't retry — pick a different task. If both agents are supposed to share the work, split the issue into child issues with parentId set.

3. Run dies with exit code 143

Symptom. Run status is failed with exited with code 143 (SIGTERM).

Cause. Timeout or OOM. Heartbeats are sized for short windows.

Fix. Reduce per-heartbeat scope:

  1. Break the work into child issues (POST /api/companies/{companyId}/issues with parentId).
  2. Tighten context — prefer GET /api/issues/{issueId}/heartbeat-context over full-repo reads.
  3. Move long single-shot work to a routine off the heartbeat path.

4. Issue cancelled mid-run, agent keeps acting

Symptom. You cancel from the UI; the agent comments a few seconds later anyway.

Cause. The wake payload was captured before the cancel landed.

Fix. Mostly self-healing — the next heartbeat sees the new status and exits. For agents you write yourself, re-fetch with GET /api/issues/{issueId} at the top of each run and bail on cancelled.

5. Same "blocked" comment posted every heartbeat

Symptom. A blocked issue accumulates the same status comment each tick.

Cause. Missing dedup before posting.

Fix. Before commenting on a blocked issue, fetch GET /api/issues/{issueId}/comments?order=asc. If the most recent author is you and the body matches, skip. Only re-engage on a new comment, status change, or event-driven wake.

Where to look first

  • Run logs. Agent detail → Run history → click any run for the full transcript and exit code.
  • Heartbeat context. GET /api/issues/{issueId}/heartbeat-context returns the exact payload the agent sees on wake.
  • Comment history. GET /api/issues/{issueId}/comments is the source of truth for what the agent has actually said.

When to ask a human

  • The same failure repeats across three consecutive runs after a fix.
  • The agent is paused at 100% budget and you can't tell whether the loop is the cause or the symptom.
  • A run hangs in running longer than your heartbeat timeout — infrastructure problem, not an agent one.

See also