Use AI across Infrastructure as Code, CI/CD and production operations without giving up security, reliability or engineering judgment. One real AWS stack, three parts: The Dev (spec-driven Terraform with Cursor and MCPs), The Pipeline (AI-generated GitHub Actions, AI PR review, human approval gates), The Ops (AI-assisted incident investigation). Leave with thedev.md, thepipeline.md and theops.md - prompts that rebuild the workflow in any repo - plus graded labs and a capstone.