AI Research & Engineering · Multi-Agent Coordination

The Genesis Platform

The Reference Implementation
Genesis Platform Paper

This technical report details the architecture, engineering decisions, and empirical evaluation of the Genesis Platform—the reference implementation of Harmonic Coordination Theory (HCT). From distributed agent orchestration to enterprise engineering leadership, Genesis demonstrates how musical coordination principles translate to production systems.

Key Contributions

  1. The Orchestrator: Dynamic DAG generation and runtime management using musical score concepts.

  2. The Signal Bus: Implementing HCT Signals over MCP for high-bandwidth coordination.

  3. SVRL Loop: The Socratic Verification-Refinement Loop for robust agent outputs.

Architecture Highlights

  • Meta Agents: Orchestrator, Generator, Verifier, Meta-Verifier, Refiner
  • Runtime: Generic DAG Executor with musical phase awareness
  • Integration: TensorZero for Layer 3 optimization
Page 1 of ... 100%
Loading PDF...
Failed to load PDF. Download instead.

Citation

@misc{wiest2025genesis,
  title = {The Genesis Platform: Reference Implementation of HCT},
  author = {Wiest, Stefan},
  year = {2025},
  howpublished = {\url{https://stefanwiest.de/research/papers/genesis-platform/}},
  note = {Research Preview}
}