<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Emergent Principles</title><description>Tech blog by Leonidas Raghav - thoughts on software engineering, machine learning, and interesting projects.</description><link>https://www.leonidasr.com/</link><item><title>A3: Kubernetes for autonomous AI agent fleets</title><link>https://www.leonidasr.com/posts/a3-kubernetes-for-autonomous-ai-agent-fleets/</link><guid isPermaLink="true">https://www.leonidasr.com/posts/a3-kubernetes-for-autonomous-ai-agent-fleets/</guid><description>One message, four agents, zero hardcoded workflows. How first-principles infrastructure produces emergent capabilities.</description><pubDate>Fri, 10 Apr 2026 01:00:00 GMT</pubDate></item><item><title>MCP explained from first principles, spelled out in code</title><link>https://www.leonidasr.com/posts/mcp-from-first-principles/</link><guid isPermaLink="true">https://www.leonidasr.com/posts/mcp-from-first-principles/</guid><description>Demystifying MCP by building servers and clients from scratch with raw JSON-RPC, then connecting them to LLMs via function calling.</description><pubDate>Fri, 26 Sep 2025 14:00:00 GMT</pubDate></item></channel></rss>