Centaur: Self-Hosting Your Own Agent Infrastructure

As agentic workflows expand, orchestrating autonomous pipelines on private infrastructure presents an alternative to hosted commercial platforms. This walkthrough introduces Centaur, a framework designed to deploy and manage AI agent infrastructure locally. It walks through the mechanics of managing execution environments, tracing task runs, and handling persistent state. By bringing orchestration in-house, developers gain granular oversight of data boundaries and inference overhead, exchanging hosted convenience for local operational responsibility.