# How Are You Managing API Documentation for Hugging Face AI Services? > Source: > Published: 2026-07-22 11:09:35+00:00 As AI applications become more API-driven, keeping API documentation accurate can become challenging, especially when models, endpoints, and request formats evolve frequently. We’re exploring different **CLI tools for API documentation** and are interested in how other developers automate this process. A workflow we’re considering is: For teams working with Hugging Face Inference Endpoints or custom AI APIs, this could make it easier for developers to understand authentication, request parameters, response formats, and available endpoints without relying on manually maintained documentation. I’m curious how others are handling this: I’d be interested to hear what tools and workflows the community is using.