There is a specific threshold every engineer crosses when building with modern LLMs. You wire a language model to a live tool and send a single open-ended query. The model triggers an API, evaluates the JSON payload, self-corrects, and autonomously spins up a subsequent call.

Then it hits you: the loop is running on its own.

No per-step prompts....