reply 3 /
What's New in Swarms v16?
Swarms v16 "OverClock" introduces powerful new capabilities for multi-agent system | Hanami
reply 3 /
What's New in Swarms v16?
Swarms v16 "OverClock" introduces powerful new capabilities for multi-agent systems, including token accounting, @typesafeai integration, MCP deployment, and Tree of Thoughts reasoning.
It also delivers automatic swarm fallbacks, faster tool execution, improved reliability, and better conversation isolation.
Highlights:
- DecisionModel: Enable typed decisions with probabilities and confidence scores using @typesafeai and @Cloudflare models.
- MCPDeployer: Serve agents and swarms as authenticated Model Context Protocol (MCP) servers.
- TreeOfThoughts: Improve reasoning through tree-based exploration, candidate evaluation, and search strategies.
- Token Accounting: Track input, output, cached, and reasoning tokens across individual agents and entire swarm workflows.
Read the full changelog: https://www.swarms.ai/blog/swarms-v16-overclock-release