OpenAI Agents SDK

A dictated prompt becomes an episode — if one agent resolves facts, a second tightens prose, and a human approves the dispatch.

Security boundary or Linux workspace? The word "sandbox" quietly split in two — and the split explains where agents actually run now.

Most agent search runs add no new evidence — and 66-85% of the context window is just search snippets. Here's what actually stops the loop.