Syrin Blog
Clear thinking on agent observability, reliability, and what it actually takes to run AI in production.
Playwright MCP, Chrome DevTools MCP, and Iris all let an AI coding agent see a running web app. I built Iris, so I ran a committed benchmark across all three and wrote down where each one wins and where mine loses.
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OpenOutreach is a free, open-source LinkedIn automation tool that finds leads, qualifies them with AI, and sends personalized messages - no list required. Step-by-step setup guide from the Syrin team.
Everybody's shipping AI agents. Nobody's A/B testing them. Here's why your multi-agent system needs a proper experimentation layer — and what happens when you actually build one.
Agent drift is the silent degradation of AI agent behavior in production: no crashes, no errors, just progressively wrong outputs. A January 2026 paper introduced the Agent Stability Index, a 12-dimension framework that finally makes drift measurable.
A deep technical look at goal drift in production AI agents: the root causes, detection strategies, and recovery mechanisms that keep multi-agent systems on track.