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v2.6.17

TimoBolkart/TF_FLAMEv2.6.17Jun 17, 2026by ysolanky

AI Summary

This release improves system resilience by isolating DB component loading and fixing tool registry deduplication, alongside improvements to Slack search and HITL integrations.

Key Highlights

  • Isolated DB component loading to prevent single failures from dropping all agents/teams.
  • Structural registry tool deduplication.
  • Slack search dual-token support for user tokens.

New Features

  • Resilient DB component loading
  • Registry tool deduplication
  • Slack search dual-token support
  • Slack HITL DB gate fixes

Full Release Notes

# Changelog

## Improvements

- **Resilient DB Component Loading**: Isolate each agent/team load so one bad component is skipped instead of dropping all, fix model provider round-trip on deserialization, register `TuningEngines`, and dedupe the catalog by model class. (#8461)
- **Structural Registry Tool Dedup**: Dedupe re-instantiated toolkits by `(type, name, function set)` so they collapse instead of accumulating duplicate registry entries. (#8450)

## Bug Fixes

- **ParallelTools GA API**: Migrate to the parallel-web >= 1.0 GA surface. (#8453)
- **Slack Search Dual-Token Support**: Support a user token (`xoxp-`) for `search_messages`, which bot tokens can't call. (#8411)
- **Slack HITL Required-Approval DB Gate**: Resolve the DB approval record on approve/reject so `required` rows aren't orphaned. (#8386)

## What's Changed
* fix: resolve DB approval record for required tools in Slack HITL by @ashpreetbedi in https://github.com/agno-agi/agno/pull/8386
* fix: gate legacy search_messages on user token in SlackContextProvider by @ashpreetbedi in https://github.com/agno-agi/agno/pull/8411
* fix: dedupe registry tools structurally so re-instantiated toolkits collapse by @ysolanky in https://github.com/agno-agi/agno/pull/8450
* fix: update ParallelTools for parallel-web >= 1.0 GA API by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/8453
* fix: resilient DB component loading, provider round-trip, and catalog dedup by @ysolanky in https://github.com/agno-agi/agno/pull/8461
* chore: release 2.6.17 by @ysolanky in https://github.com/agno-agi/agno/pull/8464


**Full Changelog**: https://github.com/agno-agi/agno/compare/v2.6.16...v2.6.17