Posts

All the articles I've posted.

• A3: Kubernetes for autonomous AI agent fleets

  10 Apr, 2026

  One message, four agents, zero hardcoded workflows. How first-principles infrastructure produces emergent capabilities.

• MCP explained from first principles, spelled out in code

  26 Sep, 2025

  Demystifying MCP by building servers and clients from scratch with raw JSON-RPC, then connecting them to LLMs via function calling.