Your build starts here
Replace bracketed details with your own goal, context, and checks. Keep the first build small enough to inspect.
Implement [background workflow] with a stable job ID, explicit ownership, durable status, and a defined output. Specify duplicate-submission behavior, retryable failures, bounded backoff, and the checkpoint commitment boundary. For a recurring job, use [named time zone] and define daylight-saving behavior. Test interruption, worker restart, duplicate delivery, temporary failure, and invalid input against a small fixture. Verify the final result matches an uninterrupted run. Report how failed jobs are inspected and replayed without exposing credentials or private payloads.Make this prompt yours
Replace bracketed fields with your goal, current behavior, and relevant evidence. Keep requirements that affect the task. Check the result against the acceptance criteria you supplied.
The docs behind it
These references explain the underlying concepts and APIs. The prompt templates and project plans are original examples to adapt to your own setup.
- AWS Glue — Tracking processed data with job bookmarks
- AWS SQS — Dead-letter queues and replay
- AWS Builders' Library — Timeouts, retries, and backoff
Documentation links checked .
Editorial review · October 28, 2026
Limited: Original instructional template; not executed. Workflow prompt requests bounded retry and restart fixtures; no background job or scheduler was run.