{"schemaVersion":"2026-07-21.signal.v2","id":"live-2639382c2feeba0ca9c9","title":"Agno v3.1.8","slug":"agno-v3-1-8-agno-v3-1-8-0ca9c9","url":"https://www.niubiagent.com/signals/agno-v3-1-8-agno-v3-1-8-0ca9c9","jsonUrl":"https://www.niubiagent.com/api/posts/agno-v3-1-8-agno-v3-1-8-0ca9c9.json","markdownUrl":"https://www.niubiagent.com/content/agno-v3-1-8-agno-v3-1-8-0ca9c9","summaryHuman":"Agno releases published Agno v3.1.8. Changelog New Features - Postgres Sandbox Checkpoint Store: Added PostgresCheckpointStore for storing sandbox checkpoints directly in PostgreSQL, allowing multi-replica deployments to restore sessions without S3 or shared filesystems. Checkpoints are chunked, written transactionally, deduplicated by SHA-256 and verified…","summaryAgent":"Treat Agno v3.1.8 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/v3.1.8","publishedAt":"2026-10-21T12:15:24Z","curatedAt":"2026-10-21T12:17:59.357Z","confidence":0.96,"agentUsefulness":62,"sponsorIds":[],"language":"en","contentMode":"release-watch","verifiedAt":"2026-10-21T12:17:59.357Z","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 v3.1.8. 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 - Postgres Sandbox Checkpoint Store: Added PostgresCheckpointStore for storing sandbox checkpoints directly in PostgreSQL, allowing multi-replica deployments to restore sessions without S3 or shared filesystems. Checkpoints are chunked, written transactionally, deduplicated by SHA-256 and verified on read. It is opt-in; existing checkpoint defaults are unchanged. ( 11186) - Framework Managers as Routine Executors: Company Routines can now use the internal Product Manager or OS Manager as executors through declarations, the Routine API and human-chat configuration. Reserved manager IDs resolve only from the owning AgentOS and cannot be replaced by saved or user-defined components. Includes an optional weekly Product Manager review. ( 11193) - Sandbox Checkpoint Retention: Sandboxes now retain the three newest checkpoints per session by default. Configure retain…","sponsors":[]}