CTRLRun sits at the execution boundary before an AI agent changes a real system. It prevents duplicate effects, binds approval to the exact action, and stops blind retries when the outcome is uncertain.

Wrap a function with @protect and define a small YAML policy. CTRLRun then controls whether the action can execute.

Try it locally:

pip install ctrlrun && ctrlrun demo

Apache-2.0 licensed.