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