Harmonic-substrate programming language: first-class φ, dual-band LLVM JIT, self-healing compiler, O(log_φπfib N) algorithms, and a substrate-native ML framework whose substrate-aware transformer attention wins -8.94% val on TinyShakespeare.

programming-language rust open-source package-manager machine-learning interpreter compiler transformer fibonacci self-hosting golden-ratio anomaly-detection dual-band pyo3 mcp-server python-embedding llm-tooling omnicode harmonic-computing substrate-computing

• Updated Jun 1, 2026
• Python