AGENTIC VERIFICATION

Summary from the TLDR newsletter

Giving AI agents a way to independently verify their work heavily improves the quality of output. Write end-to-end tests that simulate real user flows and act as the ground truth. Use property-based testing to specify what should never happen and generate thousands of test cases that attempt to break those constraints. Require tests to run quickly and deterministically so that agents retry when the loop is slow or unreliable.