Verification bottleneck

As autonomous agents generate and change code faster than humans can inspect it, review and verification capacity becomes the binding constraint on how much can safely ship.

grounded in: Trend theme: 'Coding agents as the main event... the default way software now gets built and inspected', combined with the doctrine's five-gate verification layer and revert-on-failure loop.

Connected concepts

Verification loops, AI diff review, Human-on-the-loop oversight, Appropriate reliance, Deploy gate, Deterministic verification of generated code