Your AI-Generated Codebase Has an “Epigenome”
A working AI-generated feature can still teach the codebase bad habits. The codebase epigenome is the inherited layer of patterns, assumptions, and constraints future agents copy.
“AI coding agents”
Fail Loud, Never Fake: The Error Philosophy Your AI Agent Needs
AI coding agents are optimized to make things work — but that instinct produces the hardest-to-debug systems. Here’s why you need to teach your AI tools to fail loudly instead of faking success.