Thoughts
MoreHow I Polish Software That Agents Built
Polish is the final step of compound engineering: using the app myself and telling the agent what feels off until it doesn't.
Compound Engineering Gets an Upgrade
The AI-native engineering philosophy has expanded from four steps to eight.
The Folder Is the Agent
I'm running 44 AI agents across multiple projects. Each one is just a model pointed at a folder.
I Stopped Reading Code. My Code Reviews Got Better.
How 13 AI agents reviewing in parallel caught a critical bug I would have otherwise missed.
Compound Engineering
The AI-native engineering philosophy.
Vibe Check: Opus 4.5 Is the Coding Model We've Been Waiting For
But it’s not perfect—it failed our editing test.
Teach Your AI to Think Like a Senior Engineer
These are the eight strategies I use to help my AI learn my codebase, my patterns, and my preferences.
Code
MoreCompound Engineering
Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more.
riffrec
Capture golden product feedback sessions with screen, voice, DOM, network, and console context for AI agents.
leva
LLM Evaluation Framework for Rails apps to be used with production data.
thinkroom
Thinkroom — where deeper thinking compounds.