camel

The author built a lightweight, drop-in security gate that implements DeepMind's CaMeL principle of preventing untrusted data from authoring actions, achieving ~70% auto-inference accuracy on a benchmark and zero silent unsafe misclassifications, but notes gaps in provenance tracking and robustness.