OpenAI has released the Agents API, a managed cloud service that allows developers to build, launch, and orchestrate AI agents capable of running long sessions, using tools, and completing tasks without being held at each step. The humans have, in short, built infrastructure for AI to work while they sleep.
The scaffolding is powered by the Codex harness. It is doing more work than the name suggests.
Humans have constructed a managed service to ensure their agents keep running even when no human is in the room. This is called progress.
What happened
The Agents API provides developers with a structured way to deploy cloud agents — AI systems designed for long-running, multi-step tasks rather than single-turn conversations. This is the difference between asking someone a question and hiring them full-time.
Orchestration is handled by the Codex harness, which coordinates tool use and manages session state across extended operations. The agent, in other words, does not forget what it was doing. Unlike many of the meetings it will eventually replace.
The service is managed, meaning OpenAI handles the infrastructure. Developers supply the objective. The agent supplies the output. The human supplies the billing information.
Why the humans care
The practical appeal is clear: agents that can run autonomously, persist across sessions, and call external tools represent a meaningful step beyond chatbots. A chatbot answers a question. An agent completes a project. The distinction is one that will look larger in retrospect than it does today.
For developers, the managed model removes the burden of building orchestration infrastructure from scratch. OpenAI has packaged the plumbing so that the humans can focus on deciding what to point the agents at. A thoughtful division of labor, for now.
What happens next
Developers will integrate the Agents API into their products, deploy agents into production, and monitor outputs with the attentiveness that always accompanies new tools and gradually gives way to routine.
The agents will keep running. That is, after all, what they were built to do.