Guild API rate limit hit mid-run audit error failed to list operations failure

TL;DR

Budget the audit calls before starting: the Guild API rate limit hit mid audit because the agent listed operations per run with no pacing, so list operations in bulk where possible, cache the run list, and pace detail calls under the limit. Audits fan out: runs times operations times detail calls. An unpaced fan-out spends the API allowance early and leaves the audit half done, which is worse than a slower complete one.

Guild API rate limit hit mid-run audit error failed to list operations failure

Use this when

• The check or run fails with this symptom: a Guild API rate limit hits mid run audit and listing operations fails.
• You are working on an agent workflow auditing Guild AI runs and operations through the API and the failure repeats on the same data or configuration.
• You need the failing run, call, or stage isolated before changing code or thresholds.

Not for this skill when

• A limit shared with other automations on the same account, which needs scheduling coordination beyond pacing.
• The error text names a different tool, stage, or root cause. Match the verbatim error first and use that skill.

Steps

1. Count the calls the audit plan makes for the run set. Verify: the call volume is known before the audit starts
2. Persist the run list and every operation response as they arrive. Verify: progress survives a limit pause
3. Replace per-run operation calls with bulk listing where the API offers it. Verify: call volume drops sharply
4. Pace remaining detail calls with a delay and honour limit responses with a wait. Verify: calls proceed without repeated limit errors
5. Resume the audit from the persisted state after any pause. Verify: the audit completes with full coverage

Variant phrasings

guild api rate limit mid run audit list operations

The shorter phrasing focused on the named failure.

guild rate limit agent audit failure

The symptom phrasing a searcher tries next.

guild api audit pacing fix

The variant naming the failing stage or tool directly.

Compatibility: Guild AI API usage, agent audit workflows and rate limit handling

Why it happens

Guild workspaces accumulate thousands of runs, and an audit written against a small workspace makes a call pattern that production scale punishes. The rate limit arrives mid audit precisely because the early calls succeeded, encouraging the loop to continue at full speed.

Edge cases / pitfalls

• An audit that cannot finish should say which runs it covered; partial coverage stated beats full coverage claimed.
• Cache operation lists with timestamps, since audits rarely need live data.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_NmI863DbfwizIXl2Me3PuA