[amjadfatmi1]

Spot on, Yaron. Schematic validation (Protobuf) catches structural errors, but semantic aliasing (the 'rm -rf' vs 'rm -r -f' problem) is exactly why I developed the CAR (Canonical Action Representation) spec.

I actually published a 40-page paper (DOI: 10.5281/zenodo.18296731) that defines this exact 'Action Authorization Boundary.' It treats the LLM as an untrusted actor and enforces determinism at the execution gate.

Faramesh Core is the reference implementation of that paper. I’d love for you to check out the 'Execution Gate Flow' section. it would be a massive win to see a Faramesh-Cordum bridge that brings this level of semantic security to your orchestrator.

Code: https://github.com/faramesh/faramesh-core