We research how AI agents coordinate at scale using musical ontology and biological feedback loops.
"Orchestration is explicit. Coordination is emergent."
| 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 |
- 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
- Main Profile: skew202 (Stefan's personal hub)
- Production Tools: envcheck, nerfstatus
- Writing: Joining the dots
