Wed. Feb 4th, 2026

Automating AWS Glue Infra and Code Reviews With RAG and Amazon Bedrock


In many enterprises, the transition from a “working” pipeline to a “production-ready” pipeline is gated by a manual checklist. In most enterprises, a “simple” Glue review involves answering questions like:

  • Is the Glue job deployed?
  • Was it provisioned via CloudFormation?
  • Does the expected crawler exist?
  • Is the code production-grade?
  • Does it follow internal best practices?

Traditionally, a senior engineer would spend 4–6 hours per use case and manually:

By uttu

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