AdvancedLesson 6 of 1240 min 路 hands-on
Reading Generated Code Like A Senior
Part of the Vibe Coding: Advanced Engineering course
You already know how to review code. What changes with generated code is the distribution of mistakes. Human code fails where the human was confused, and confusion leaves marks: awkward names, a comment that hedges, a function that grew sideways. Generated code fails where the model was confident, and confidence leaves no marks at all.
Open review_me.py and click play. It is a TTL cache with an injected clock, so the output is deterministic ...
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Start this lessonReading Generated Code Like A SeniorWhat you'll learn
- The failure taxonomy of plausible-but-wrong code
- Reading the docstring and the code as two competing claims
- Reviewing intent and seams instead of tokens
- Duplication the model cannot see
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All lessons in this course
12 lessons- 1Context Is The Whole Game35 min
- 2Pick The Right Brain, Pay The Right Price25 min
- 3Spec-Driven Development35 min
- 4Build Your Harness35 min
- 5Verification Loops: Make It Prove Itself40 min
- 6Reading Generated Code Like A Senior40 min
- 7Legacy Archaeology40 min
- 8Migrations At Scale40 min
- 9Debugging Code You Did Not Write40 min
- 10The Security Model Of An Agent40 min
- 11AI On A Team30 min
- 12Judgment: Knowing When Not To35 min
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