Multi-agent

I rewrote my agent context system three times. The first was too shallow. The second was thorough and almost completely wasteful. The third works — because I stopped thinking about what agents should know and started thinking about what they should load.

Why your AI agents keep getting it wrong, and how the Trinity of Clarity — agent context, environment context, and strong interaction — transforms your results.

A developer-friendly breakdown of multi-agent patterns by mapping them to OOP concepts you already know - from console apps to enterprise helper classes.