Queue size stable under expected load; DLQ monitored.
Checkpointing recovers correctly after restart.
Output Format
Provide pipeline design (sources, queue, workers), idempotency/dedupe method, retry/DLQ policy, and monitoring plan.
Examples
Simple: Low-volume alerts -> webhook to Cloudflare Worker -> queue -> Slack; dedupe by signature.
Complex: High-volume log stream -> webhook to ingestion service -> Kafka/SQS -> processors updating DB and sending alerts; checkpoints by slot; replay script validated.