v2.8.2

agno-agi/agnov2.8.2Jul 24, 2026by kausmeows

AI Summary

Introduces a durable agent filesystem and overhauls the AgentOS cookbook and quickstart guide.

Key Highlights

Durable agent filesystem introduced for persistent state.
AgentOS cookbook rewritten (284 to 132 files).
Agent quickstart overhauled for Gemini 3.6 Flash.

New Features

Durable agent filesystem.
Overhauled AgentOS cookbook.
Updated agent quickstart.

Full Release Notes

## **New Features**

- **FileSystem (durable agent filesystem):** A net-new state primitive — agents get a private, persistent filesystem with pluggable DB/local backends and fail-closed per-user namespace isolation. See [cookbooks](https://github.com/agno-agi/agno/tree/main/cookbook/filesystem).

## **Improvements**

- **Cookbooks**: Rewrote the AgentOS cookbook (284 → 132 files, 24 lessons) and overhauled the agent quickstart for Gemini 3.6 Flash.

## What's Changed
* cookbook: overhaul agent quickstart for Gemini 3.6 Flash by @ashpreetbedi in https://github.com/agno-agi/agno/pull/9136
* cookbook: rewrite the AgentOS cookbook (284 files -> 132, 24 lessons) by @ashpreetbedi in https://github.com/agno-agi/agno/pull/9153
* feat: FileSystem — durable agent filesystem by @ashpreetbedi in https://github.com/agno-agi/agno/pull/9142
* chore: Release v2.8.2 by @kausmeows in https://github.com/agno-agi/agno/pull/9154


**Full Changelog**: https://github.com/agno-agi/agno/compare/v2.8.1...v2.8.2