The agent era is becoming an operating layer

The interesting shift: software that can carry work across steps.

OpenAI’s current developer guidance describes agents that use tools, keep context, and complete multi-step tasks. Its options include managed agent sessions, an application-run Agents SDK, and direct model calls. For a publisher, that opens a practical route from discovery to draft to quality check. The editorial rules and final evidence still have to be explicit.