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Updated Mar 07, 2026

Phase 4 — Debug & Master

Chapters 42, 43: Debugging and TDG Independence

Your role: Debugger — "I can diagnose failures and drive TDG without scaffolding"

Phase 4 is the checkpoint between guided learning and independent practice. You learn to read error messages as diagnostic information (not text to paste back into the prompt), recognize the common failure patterns of AI-generated code, and follow a systematic debugging loop: reproduce, isolate, identify, fix, verify. By the end, you drive the full TDG cycle independently — from a problem statement through specification, testing, generation, and verification — without scaffolding.

#ChapterKey Focus
42Debugging AI-Generated CodeSystematic diagnosis of AI failures
43TDG Mastery — The Complete CycleThe full cycle without scaffolding