{"type":"analysis","id":"analysis:research-openai-s-managed-agents-shipped-as-the-agents-api-but-audit-and-permission","slug":"research-openai-s-managed-agents-shipped-as-the-agents-api-but-audit-and-permission","title":"OpenAI's managed agents shipped as the Agents API, but audit and permission controls only exist on the AWS version","description":"The September leak was right. OpenAI's Agents API, in public beta since Sept 10, has a public contract for agents, environments and sessions. The per-agent IAM roles, CloudTrail logging and approval gates exist only in the Bedrock version AWS previewed at DevDay, not in OpenAI's own API.","published_at":"2026-10-23T03:00:00.000Z","updated_at":"2026-10-23T03:00:00.000Z","record_date":"2026-10-23","topics":["openai","agents","sandbox","research"],"source_urls":["https://developers.openai.com/api/docs/changelog","https://developers.openai.com/api/docs/guides/agents-api/overview","https://developers.openai.com/api/docs/guides/agents-api/architecture","https://developers.openai.com/api/docs/guides/agents-api/environments/self-hosted","https://aws.amazon.com/about-aws/whats-new/2026/09/bedrock-managed-agents-preview/","https://developers.openai.com/api/docs/guides/agents-api/bedrock-managed-agents","https://techcrunch.com/2026/09/29/openai-launches-dots-its-bubbly-agentic-avatar/","https://www.infoworld.com/article/4221163/openai-launches-managed-agents-api-to-simplify-enterprise-ai-agent-development.html","https://www.testingcatalog.com/openai-prepares-managed-agents-for-devday-2026/"],"language":"en","routes":{"html":"https://newruntime.com/analysis/research-openai-s-managed-agents-shipped-as-the-agents-api-but-audit-and-permission/","markdown":"https://newruntime.com/analysis/research-openai-s-managed-agents-shipped-as-the-agents-api-but-audit-and-permission.md","json":"https://newruntime.com/analysis/research-openai-s-managed-agents-shipped-as-the-agents-api-but-audit-and-permission.json"},"author":{"role":"author","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"editorial_provenance":{"desk":"authorial","target_ref":"deep_research:19d9a428-411a-4269-ba37-86afbba334bb","authorial_article_id":"19d9a428-411a-4269-ba37-86afbba334bb"},"next_reads":[{"type":"topic","path":"/topics/openai/","url":"https://newruntime.com/topics/openai/","title":"Openai","reason":"Explore the openai topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/openai.md","json_url":"https://newruntime.com/topics/openai.json"},{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"topic","path":"/topics/sandbox/","url":"https://newruntime.com/topics/sandbox/","title":"Sandbox","reason":"Explore the sandbox topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/sandbox.md","json_url":"https://newruntime.com/topics/sandbox.json"},{"type":"collection","path":"/analysis/","url":"https://newruntime.com/analysis/","title":"Analysis","reason":"Open the latest authorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/analysis.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}