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@stefanwiest

Stefan Wiest

I research how AI agents coordinate at scale using musical ontology and biological feedback loops.

Stefan Wiest Research Lab

The Ringed Giant
Harmonic Coordination Theory & Genesis Framework

🔬 Research Focus

We research how AI agents coordinate at scale using musical ontology and biological feedback loops.

"Orchestration is explicit. Coordination is emergent."

Core Projects

Project Description Role
hct-core Harmonic Coordination Theory. A musical ontology for multi-agent coordination (Cues, Fermatas, Tempo). The Protocol
genesis Evolutionary Agent Operating System. Implements SVRL (Socratic Verification) and Glass Box optimization. The Platform
hct-benchmarks Validation suite for measuring coordination quality and dissonance in agent systems. The Metric

📚 Publications

  • Harmonic Coordination Theory: Protocol-Level Validation (2025)
  • Glass Box Evolution: Auditable System Prompt Optimization (2024)
  • The 97% Problem: Why Agents Fail at the Last Mile (2024)

Read all papers on stefanwiest.de


🔗 Ecosystem


Researching the syntax of agency.

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  1. hct-spec hct-spec Public

    Canonical specification for HCT coordination signals (Cues, Fermatas, Tempo).

    Python

  2. hct-a2a hct-a2a Public

    HCT extension for A2A (Agent-to-Agent) Protocol

  3. hct-mcp-signals hct-mcp-signals Public

    HCT Coordination Signals Extension for MCP - Adds urgency, timing, and approval semantics to Model Context Protocol

    Rust

  4. hct-patterns hct-patterns Public

    Diagnostic and Functional Patterns for Multi-Agent Systems

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