Posts about Multi-Agent

What OpenClaw Teaches Us About AI Agent Security

OpenClaw's security crisis exposed real problems with how AI agents handle credentials, plugins, and system access. Here's what went wrong and how a convention-based approach avoids these risks entirely.

I Run Dozens of Projects with AI. The Hard Part Isn't the AI.

One person, dozens of projects, four AI vendors. I spent a year building a coordination system for AI agents. The components are simple. Getting them right was not.

Building an Operating Environment for AI Agents

How markdown files and conventions turned CLI agent tools into a coordination system running 44 projects across 14 organisations. No framework required.