Nour Ferro

HMAC signatures alone cannot prevent replay attacks, timing leaks, or server-side request forgery.

Claude translates user intent into structured API calls through a stateless protocol contract.

Bind agent actions to tenant, user, and task scope through token narrowing and runtime checks.

Fixing agent failures means rearchitecting your backend, not upgrading your model.

Global tax compliance becomes a core backend requirement, not an afterthought.

Four auth platforms solve Home Realm Discovery differently based on where routing logic lives.