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.

Recent writing
Browse by point of view →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.
aidebatable
What Makes Gas Town Different
Four genuine innovations that enable autonomous multi-agent systems.
aidebatable
What Makes OpenClaw Different
The architectural decisions that turn OpenClaw into a composable agent runtime.