v2.8.5

moorcheh-ai/memantov2.8.5Jul 27, 2026by ysolanky

AI Summary

The update enhances observability with new AgentOSTools and detailed latency/error traces. It also updates the Moonshot model to default to kimi-k3, adds file and video input support, and fixes SQL injection issues in ClickHouse.

Key Highlights

Added AgentOSTools for reporting usage, latency, and failures.
Enhanced traces with latency and error stats grouped by agent/team/workflow.
Moonshot updated to kimi-k3 with thinking mode and multimedia input.
Fixed SQL injection in ClickHouse delete_by_metadata.

New Features

AgentOSTools toolkit.
Enhanced tracing for PostgresDb and SqliteDb.
Moonshot kimi-k3 default and thinking mode.

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