<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Imran Ahamed</title><description>Applied AI/ML engineer. Multi-agent systems and RAG in production. Co-founding VEZRAN (Zyberpol).</description><link>https://imranahamed.com/</link><item><title>Evaluating multi-agent systems when ground truth is incomplete</title><link>https://imranahamed.com/writing/evaluating-multi-agent-systems/</link><guid isPermaLink="true">https://imranahamed.com/writing/evaluating-multi-agent-systems/</guid><description>Three eval modes — output, trajectory, and side effect — and the practical pattern we use when there&apos;s no single right answer.</description><pubDate>Mon, 25 May 2026 00:00:00 GMT</pubDate><category>agents</category><category>eval</category><category>production-ml</category></item></channel></rss>