Calibrating Agent Contracts

The pace of evolution in AI is unprecedented. Models keep arriving more intelligent, more perceptive, and more autonomous than the last, and they are reshaping how software is built: agents now write, review and operate the code, alongside humans and other agents. The tooling that generates this software also exposes you to variability of outcomes. The same prompt produces different programs on di