v2.8.5

agno-agi/agnov2.8.5Jul 27, 2026by ysolanky

AI Summary

Enhances observability with AgentOSTools and Traces, and updates Moonshot defaults to the Kimi K3 model with thinking mode support.

Key Highlights

AgentOSTools added for reporting on platform usage and latency.
Traces added for latency and error stats grouped by agent, team, or workflow.
Moonshot defaults updated to `kimi-k3`.
Moonshot now supports file and video inputs.

New Features

AgentOSTools read-only toolkit.
Traces implementation for PostgresDb and SqliteDb.
Moonshot thinking mode toggle.
ClickHouse metadata parameter binding fix.

Full Release Notes

## New Features

- **AgentOS Tools**: Added `AgentOSTools` to report on AgentOS usage, latency, failures, schedules, evals, components, and pending approvals.

## Improvements

- **Traces**: Added latency and error stats grouped by agent, team, workflow, or endpoint, plus tool and model call stats. Implemented for `PostgresDb` and `SqliteDb`.
- **Moonshot**:
    - Default changed to `kimi-k3`.
    - Added `use_thinking` to toggle thinking mode.
    - Added file and video input support.

## Bug Fixes

- **ClickHouse**: Bind metadata keys and values as query parameters in `delete_by_metadata`.
- **Moonshot**: Preserve `reasoning_content` across turns.


## What's Changed
* fix: eliminate SQL injection in ClickHouse delete_by_metadata by @VANDRANKI in https://github.com/agno-agi/agno/pull/7883
* fix: Update Moonshot for kimi k3 Add Moonshot thinking controls and examples by @RayST3 in https://github.com/agno-agi/agno/pull/9057
* feat: AgentOSTools read-only platform ops toolkit by @ashpreetbedi in https://github.com/agno-agi/agno/pull/9185
* chore: Release v2.8.5 by @harshsinha03 in https://github.com/agno-agi/agno/pull/9187


**Full Changelog**: https://github.com/agno-agi/agno/compare/v2.8.4...v2.8.5