# Blog

Notes on governing AI-assisted software change: how AI coding tools fail, and what it takes to catch problems before they ship.

Canonical: https://hakama.ai/blog/



## Pages

- [How AI coding agents quietly break your codebase](https://hakama.ai/how-ai-coding-agents-break-your-codebase/index.md): AI coding tools fail in recognizable ways: polished wrong output, claims ahead of evidence, scope drift, stale context, and decisions disguised as options. Catch the pattern before it reaches a commit. Canonical: https://hakama.ai/how-ai-coding-agents-break-your-codebase/