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Dev.to
Dev.to
6/23/2026
RecursiveMAS Playground: Browser-Native Implementation of Recursive Multi-Agent Systems

RecursiveMAS Playground: Browser-Native Implementation of Recursive Multi-Agent Systems

Short summary

RecursiveMAS Playground is a browser-native implementation enabling language models to collaborate through latent-space communication, eliminating token overhead versus text-based multi-agent systems. The system includes a compiler pipeline exposing hidden states from local models and a JavaScript runtime supporting Sequential, Mixture, Distillation, and Deliberation patterns. Developers can experiment with all four collaboration patterns entirely on consumer hardware using WebLLM and WebGPU, requiring no cloud infrastructure or API keys.

  • Latent-space communication eliminates token overhead and gradient-flow breaks in standard multi-agent systems
  • Browser-native playground runs entirely on consumer hardware with WebLLM/WebGPU, no cloud APIs needed
  • Demonstrates four multi-agent collaboration patterns (Sequential, Mixture, Distillation, Deliberation) with working implementation

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