The Genesis Framework

The Reference Implementation

This technical report details the architecture, engineering decisions, and empirical evaluation of the Genesis framework — 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

The Orchestrator: Dynamic DAG generation and runtime management using musical score concepts.
The Signal Bus: Implementing HCT Signals over MCP for high-bandwidth coordination.
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

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Citation

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