Kenny Wu

Python, Claude Code and Codex hooks, testing, CLI tools

How coding agents actually behave in long sessions, and how to check them without a second model.

honestly: hooks that hold an AI agent's "tests pass" until a check actually ran. github.com/kennywu411-dev/honestly

Bug reports and false catches for honestly, and talking about verification for AI coding agents.