Agents as first-class users
Most APIs assume a human in the loop with a debugger. LLMs don't get that luxury.
Every response from GridRock carries an _agent envelope describing what it means, what to call next, and how much the call cost. An LLM can read it and reason, without your prompt having to teach the API.
It's not magic. It's just respecting the new caller.