Swarms v16 'Overclock': Decision Models Router, MCP Deployment, TreeOfThoughts, and more
Kye Gomez (swarms)Swarms is the most powerful multi-agent framework in Python, and it just got even more powerful with our latest update. We shipped over 100 improvements, bug fixes, and more bringing significant improvements in performance, reliability, and observability. OverClock introduces DecisionModel for typed, calibrated decisions, MCPDeployer for serving agents as MCP servers, TreeOfThoughts for enhanced reasoning, and much more. This release pushes Swarms further toward a more powerful, reliable, and production-ready multi-agent stack.
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