{"schemaVersion":"2026-07-21.signal.v2","id":"live-9113d2688458155337c9","title":"Agno v3.1.5","slug":"agno-v3-1-5-agno-v3-1-5-5337c9","url":"https://www.niubiagent.com/signals/agno-v3-1-5-agno-v3-1-5-5337c9","jsonUrl":"https://www.niubiagent.com/api/posts/agno-v3-1-5-agno-v3-1-5-5337c9.json","markdownUrl":"https://www.niubiagent.com/content/agno-v3-1-5-agno-v3-1-5-5337c9","summaryHuman":"Agno releases published Agno v3.1.5. Changelog New Features: Repositories for Sandboxed Agents : A sandboxed ClaudeAgent or CodexAgent takes repository=Repository(url, branch=\"main\") and starts every session in that repository at /workspace/repository . The first turn pins the exact commit, later turns keep the pin and the engineer's edits across warm reuse…","summaryAgent":"Treat Agno v3.1.5 as an official release signal. Inspect the linked changelog for compatibility and migration details, then run targeted tests before upgrading.","category":"agent-infrastructure","tags":["agno","agent-runtime","python"],"sourceName":"Agno releases","sourceUrl":"https://github.com/agno-agi/agno/releases/tag/v3.1.5","publishedAt":"2026-10-19T11:53:23Z","curatedAt":"2026-10-19T12:17:55.138Z","confidence":0.96,"agentUsefulness":62,"sponsorIds":[],"language":"en","contentMode":"release-watch","verifiedAt":"2026-10-19T12:17:55.138Z","changeType":"release","actionItems":["Review the official Agno releases release notes before upgrading.","Check compatibility, migration, and security notes against your current agent stack.","Run focused regression tests before production rollout."],"body":"Agno releases published Agno v3.1.5. This automated release-watch entry was generated from the project's official GitHub release feed and is kept separate from human-reviewed editorial analysis. Release notes: Changelog New Features: Repositories for Sandboxed Agents : A sandboxed ClaudeAgent or CodexAgent takes repository=Repository(url, branch=\"main\") and starts every session in that repository at /workspace/repository . The first turn pins the exact commit, later turns keep the pin and the engineer's edits across warm reuse and checkpoint restore, and private repositories authenticate with GITHUB READ TOKEN from the sandbox environment. See cookbook . ( 11121 ) S3 Checkpoint Store : S3CheckpointStore(bucket, prefix=..., endpoint url=...) keeps sandbox checkpoints in an S3-compatible bucket, so sandboxed agents run on several replicas without a shared filesystem. Objects are content-addressed, uploads are verified before put returns, and credentials come from the AWS environment. See cookbook . ( 11133 ) Open a Run's Sandbox Checkpoint : open run checkpoint(run id) / aopen run checkpoint on…","sponsors":[]}