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The Loop Within the Loop

Your AI agent is a caffeinated tornado spinning through code-build-test cycles at inhuman speed. But that tornado needs to land somewhere safe. Enter the outer loop: where CI/CD, security scans, and actual humans make sure the tornado didn’t just level a hospital.

Stop Prompting, Start Steering

AI agents have the patience of a saint, the work ethic of a caffeinated squirrel, and the long-term memory of a goldfish. The fix isn’t better prompting — it’s treating them as workflow executors who need documentation, procedures, and constraints.