Make a multi-step agent or automation pipeline safely re-runnable. Maps each step to its side-effect class (read / internal-write / external-write / irreversible), assigns idempotency keys, finds the safe resume point after a failure, and builds a dedup table so a retry never double-sends, double-ch
Make a multi-step agent or automation pipeline safely re-runnable. Maps each step to its side-effect class (read / internal-write / external-write / irreversible), assigns idempotency keys, finds the safe resume point after a failure, and builds a dedup table so a retry never double-sends, double-charges, or double-posts. Use this when designing a Trigger.dev / cron / multi-step pipeline, or after
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