Agentic Verification

Elevate · 4 days ago · 17

An author argues that AI agents produce higher-quality code when they can independently verify their output via automated checks that form self-running feedback loops. The single concrete point is that the core test loop should target subsecond runtimes. As a result, teams shift from humans manually reviewing diffs toward agents running tests themselves, expanding toward end-to-end, property-based, and differential checks with incentives tuned to avoid flakiness and slow feedback.