A model picker that hides what is dead, and brings it back
For weeks the model picker on mit.nonlocally.org showed six OpenAI-backed models that could not answer: the account had no credits, and every request fell through to a Claude fallback. The job meant to hide dead models ran every fifteen minutes and reported "picker already in sync". It was wrong four separate ways. This is what we measured, and what runs now.