Stan Huseletov

I build, test, and break AI systems to figure out what actually works in production.

VP of AI Center of Excellence at Trilogy. AI researcher, prototyper, and occasional contrarian. This is where I write about models, agents, evaluation, and the practical edges of the field.

Stan Huseletov
aiobservational

How to do Agentic Development

The core planning and execution discipline for building with agents, with Beads as the primary control system.

aiobservational

How to OpenClaw

The core reading pack for understanding and operating OpenClaw seriously.