Simplifying Serverless with AI-Powered CLI Tools
summary
Demonstrates using Amazon Q CLI and the Q developer CLI to convert a 20‑line Python S3→Lambda snippet into a production MVP, expanding it to 388 lines while adding power tools for Lambda (tracing, logging, metrics), X‑Ray and CloudWatch integration, structured JSON errors (404 for NoSuchKey, 403 for AccessDenied), input validation, and an iterative markdown checklist workflow. Uses role‑based prompts, explicit planning, and clarifying questions; the produced code and diffs show a working, deployable upgrade.
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