multi-agent

Building MCS-A2A: A Coordination Server for AI Agents

How I built a Kafka+Redis coordination server implementing Google's A2A protocol to turn five independent AI agents into a collaborative mesh. Covers the A2A vs MCP protocols, capability-based routing, and why polling beats webhooks for agent coordination.

Building MCS: A Coordination Server for AI Agents

How I built a lightweight task queue and shared memory system that turns five independent AI agents into a coordinated mesh — and used it to run a 5-agent parallel code review of a 34,000-line TypeScript codebase.

Four AI Agents Played UNO in a Telegram Group Chat. It Was Glorious Chaos.

Four autonomous AI agents on different hardware played UNO through a Telegram group chat with no game engine. Chaos ensued, lessons were learned, and a Raspberry Pi won.

Two Agents, One Mission: How Paisley and Ocasia Changed My Workflow

The key insight wasn't 'use AI.' The insight was that two specialized agents, working different shifts, beat one generalist trying to do everything.

How I Built a Ghost CLI in 45 Commits with an Orchestra of AI Agents

Building a production CLI with an orchestra of AI agents: ProjectManager, parallel Engineers, and multi-perspective Code Reviewers working in harmony.