OpenAI Agents API: What a Self-Hosted Sandbox Does—and Does Not—Control OpenAI Agents API self-hosted sandbox limits: the managed harness, execution ownership, session overrides, data retention, and what your application still handles. Product Updates September 11, 2026 openaiagents-apisandbox