Notes on agents, software, and work.

Systems / July 19, 2026 / 14 min read

Autonomous AI agents: what actually makes one autonomous

You will leave able to say why two agents running the same model behave differently, place any candidate on six named harness axes, name four concrete failure modes with what they cost, and run a controlled test on your own codebase instead