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stigmergy

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UMACO

AI-first multi-agent optimization framework. Nature-inspired, rapidly adaptable by LLMs for any domain. Stigmergy, topological fields, and universal economy.

  • Updated Mar 24, 2026
  • Python

Active-inference Training with Learned Adaptive Stigmergy — Pure Rust AGI framework, 21 crates, 565 tests, 28 MCP tools, BF16 GPU inference (15.4 tok/s OLMo-3-7B on A100), OpenAI-compatible API, ZK proofs. Zero external dependencies.

  • Updated Apr 20, 2026
  • Rust

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