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OpenAI Productizes the Codex Harness as a Billable Session API

OpenAI launched the Agents API public beta with hosted orchestration, long-running sessions, compaction and hosted or BYO sandboxes. Standard token, tool and container charges apply without an extra API fee. Current documentation says zero data retention is unsupported.

Times of AI Desk 3 min read San Francisco, CA View as Markdown
Engraved OpenAI blossom over a multi-agent session graph and sandbox plate, security-intaglio slate-crimson linework. No currency-note layout.

Correction / update, October 14, 2026: Privacy and residency details are attributed to documentation inspected October 14; removed an unsupported SDK launch-month comparison.

OpenAI is productizing the Codex harness as a billable session API. The current documentation does not offer zero data retention.

OpenAI (September 10) published “Introducing the Agents API.” Public beta: client.beta.agents.sessions.create. OpenAI runs orchestration, long-running sessions, context compaction, recovery. Hosted sandboxes or BYO (Blaxel, Cloudflare, Daytona, DigitalOcean, E2B, Modal, Oracle, Runloop, Vercel). Multi-agent max_concurrent_subagents. No extra API fee — tokens + tools + container rates. The documentation inspected October 14 specifies US-only data residency and no ZDR, even with self-hosted sandboxes. Default model examples use gpt-6-astra.

Limits#

  • ZDR still missing.
  • A self-hosted sandbox does not remove the API’s session-retention requirements.

Sources#

Prior Coverage

Earlier Times of AI reporting on this thread.

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