LLMOps

Shipping a language model application is not like shipping a web service. The artifact being deployed is probabilistic. The same prompt produces different outputs on different days. The same model behaves differently across providers and regions. A change that improves your evaluation metrics on Tuesday can quietly regress them by Friday as production traffic shifts underneath you. Traditional Dev...