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fix(agent): retry tool-call timeouts in checkout 52/52 evals

selfship[bot] wants to merge into main — 6.2% of checkout sessions stalled on a slow inventory tool. Adds a bounded retry with a cached fallback.

Resolution

81→94%

Evals

52/52

Regressions

0

1,912 traces · 2 files · opened 09:52 Merge pull request
GitHubOpenAIAnthropicGeminiLangChainLlamaIndexVercel AI SDKCrewAIBedrockMistral GitHubOpenAIAnthropicGeminiLangChainLlamaIndexVercel AI SDKCrewAIBedrockMistral

How it works

One failure, four stops,
zero dashboards.

01 · Observe

"where is my refund??"

Every conversation becomes a signal. Rephrase ×2, sentiment falling, session abandoned.

02 · Diagnose

Root cause, not vibes

311 sessions, one missing tool call. Traced to prompts/support.ts:42.

03 · Ship

The fix is a PR

Diagnosis, diff, and before/after evals attached. Zero regressions or it doesn't open.

04 · Learn

Every merge teaches

Review comments and post-merge metrics feed the next candidate. The loop compounds.

Step 1: Connect GitHub. There is no step 2.

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The eval gate decides

candidate Δ +12.4% · 41/41 PR opened
candidate Δ −2.1% · 39/41 blocked at gate

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