Debugging 9K lines of 100% AI-generated code: copyconstruct's agent debugging framework

blaizedsouza · x · 2026-10-11

copyconstruct shares a debugging framework for the era when you no longer read or fully understand the code. She had to fix a real bug in a 9K LOC codebase that was 100% AI-generated, and none of her initial tactics could root-cause it — forcing a different approach to isolate the issue. The framework (TL;DR in screenshots, full post linked) explains how to drive agents to the correct root cause without relying on human knowledge of the code — a rare systematic methodology for fully AI-generated codebases.

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