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AI Engineering Advanced Pro

Case Study: Shipping a Fix with Claude Code, End to End

A single incident, one continuous session, and every mechanism in the track put to work

32 min read 7 views 1 enrolled

Follow one bug — CSV exports intermittently missing rows in a TypeScript/Node monorepo — from a ten-minute setup audit through exploration, a wrong hypothesis, a checkpoint recovery, implementation, a workflow that generalizes the fix, a PR with /code-review, CI, and a follow-up routine. Every decision is named, justified, and linked back to the track subject that owns it, so you can see the whole toolkit working together instead of one mechanism at a time.

Practice questions (8)

  • Reworking Phases 2–4 When There Is No Test Suite

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  • If the First Hypothesis Had Been Right

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  • Re-Planning the Incident for a Three-Person Team

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  • Cutting Work Under a Hard Cost Cap

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  • Pipelining a Safe Mass-Fix When the Audit Finds Six More Instances

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