LLMOps — Monitor, Debug, and Optimize Your AI Applications

Building an AI-powered application is one thing. Running it reliably in production — monitoring costs, tracking quality, debugging failures, and optimising prompts — is another challenge entirely. LLMOps (Large Language Model Operations) is the emerging discipline that addresses these challenges.

If you are building products with AI APIs, you need visibility into what your models are doing, how much they cost, and where they fail. This guide covers the essential tools and practices for running LLM applications at scale.