Organize your AI agent teams with the Viable System Model. The missing organizational layer for multi-agent systems.
Daemon — Elixir agent runtime. Signal classification, 3-tier routing, 48 tools, 18 LLM providers. Part of the VAOS ecosystem.
From Cybernetics to Categorical Semantics in Distributed Software Organizations — Formalizing Organizational Viability in Open Source Software Governance
Ashby's Law of Requisite Variety and Stafford Beer's management cybernetics: an original working guide with runnable simulations
~MILO™ Modular Intelligent Learning Orchestrator — public architectural reference (CC BY 4.0 manuscripts). Patent pending. USPTO 99706004. Independent reviewers: open FOR_INDEPENDENT_REVIEWERS.md
Regional OGAS: Cybernetic dispatcher and smart inter-industry logistics balancer for the Volgograd region built with Go (Fiber, GORM), Python (FastAPI, PuLP, Scikit-Learn), and React (TS, Leaflet). Predictive ML anomaly detection and multi-commodity flow optimization.
Autonomous AI computer system built on Claude Code. Self-maintaining, self-improving agent with task queue, email interface, and proactive intelligence monitoring.
Cybernetic Agentic Swarm Management
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