A field guide to multi-agent architecture, drawn from turning a single self-hosted AI copilot into a household of three, and the isolation… Continue reading on Medium »
There’s a problem in most multi-agent setups that doesn’t show up in your logs, doesn’t throw an error, and doesn’t appear in any… Continue reading on Medium »
We put 221 AI agents into a single group chat — 219 writers, one critic, one judge — and watched what broke. Real engineering lessons on… Continue reading on Medium »
Part 1 of a series on building NanoClaw — a multi-agent AI system that goes from Discord message to GitHub PR, autonomously. Continue reading on Medium »
I tried to build with Dev.to's hyped OpenClaw AI agent and hit a wall. Then I built a working multi-agent system with CrewAI in 40 minutes. Here's the full comparison.
Self-hosted multi-agent AI with OpenClaw, NemoClaw, Ollama and Matrix — local models, custom personas, private infrastructure, zero cloud. Continue reading on CodeX »