Alex Sandruk
Published Updated
Verification loops for AI agents
An AI agent's claim is useful only after it is tied to a check the real system can pass.
An AI agent's claim is useful only after it is tied to a check the real system can pass.
Why continuous adaptation is an operator problem, not only a model capability.
Useful agent systems need routing, state, and operator visibility more than another chat box.
Live tasks reveal what agent coding tools handle well and where operators still need stronger checks.