GitHub Copilot
Refactor: Restructure into Machine Shop protocol (logos package, gradio ui)
ac73ca8

LOGOS Protocol: Operating System for the New Web

Core Philosophy: Physics-First

LOGOS is not just code; it is a thermodynamic system. We treat data as heat (energy) and structure as matter.

  • Baking: Compression/Encoding (Increasing Entropy locally to store potential)
  • Eating: Decompression/Decoding (Releasing Potential)
  • Crystals: Data structures (Primes, Waves)

3-Layer Architecture

Layer 1: Blueprints (The Math)

  • Prime Harmonization: Using prime numbers to define wave interference patterns.
  • Fractal Addressing: Quadtree spatial hashing for infinite canvas resolution.
  • Golden Ratio (Phi): Aesthetic alignment.

Layer 2: Integration (The DSP)

  • DSP Bridge: The transport layer. Connecting Source to Sink.
  • Matroska Containers: Domain separation (High/Low frequency, Meta/Delta).
  • Streams: Resume-Driven Deployment. The stream is the truth.

Layer 3: Execution (The Interface)

  • The Machine Shop: Gradio/Web interface for interacting with the protocol.
  • Visualizers: Real-time feedback of the prime network and heatmaps.
  • Self-Annealing: The system improves itself through feedback loops.

Development Protocol

  1. Resume-Driven Deployment: Everything must be recoverable.
  2. Self-Annealing: Code refactors itself (Agency).
  3. Physics-First: If it violates thermodynamics, it's wrong.