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| THE NERVOUS SYSTEM FOR AI AGENTS (0-COPY) |
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Moonlight is a Kinetic Bridge. It connects the cognitive power of Python (The Brain) with the physical speed of Rust (The Body) using the reflex speed of MoonBit (The Nervous System).
"Python thinks. Rust moves. MoonBit reacts."
Modern AI is broken.
- It is slow: Python serialization (pickling) costs milliseconds. Reflexes need nanoseconds.
- It is unsafe: C++ extensions segfault. Memory leaks.
- It is bloated: You ship 4GB of CUDA libs just to add two matrices.
Moonlight is the answer. It is an AI-Native Software Factory where the code itself is synthesized by AI, compiled to WebAssembly, and executed in a Zero-Copy Shared Memory Arena.
This is not a library. It is a biological architecture.
46,200 Lines of Pure Logic.
- Synthesized: We did not write this by hand. The Ark Genesis Engine (V2) generated 46k lines of type-safe, unrolled tensor math headers in seconds.
- Performance: Compiles to highly optimized Wasm (or Native code).
- Safety: 100% Type-Safe. No Null Pointers. No Segfaults.
The Zero-Copy Arena.
- Rust allocates the memory.
- MoonBit lives inside that memory.
- Result: Data is never copied. A pointer is passed. Operations are instant.
The Orchestrator.
- The AI Agent (Python) commands the body.
- It does not touch the data. It sends signal.
- The Body performs the kinetic action.
How do you write 46,000 lines of rigorous math code in an afternoon? You don't. The Machine does.
Project Moonlight includes the Ark Synthesizer (scripts/synthesize_moonbit_kernel.py).
- Input: Mathematical definitions (Matrix, Vec3, Mat4x4).
- Process: Python script generates MoonBit source code with loop unrolling and type specialization.
- Output:
kernel.mbt(The Beast).
"Quantity has a quality all its own."
Requirements: moon (MoonBit CLI), cargo (Rust), python 3.10+.
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Clone the Repo:
git clone https://github.com/merchantmoh-debug/moonlight-kernel.git cd moonlight-kernel -
Awaken the Beast (Build): We use the "Mechanic's Ear" build system (Makefile) for simplicity.
make build
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Run the Protocol:
make run
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Verify Integrity:
make test
| Core | Version | Status | Access |
|---|---|---|---|
| Moonlight Kernel | V2 | PRODUCTION | Open Source (Apache 2.0) |
| Synthesis Engine | V2 | PUBLIC | Included |
| Genesis Pro | V3 | PROPRIETARY | Contact for License |
| The Ocean | V4 | SIMULATION | Protocol Validated |
Project Moonlight is an Independent Sovereign Research Initiative. We are building the infrastructure that big tech won't.
- Support the Architect: ko-fi.com/merchantmohdebug
- Sponsor on GitHub: [Coming Soon]
"We do not ask for permission. We ask for compute."
The V3 Genesis Engine includes:
- Automatic Differentiation (Autodiff): Generate gradient tapes for training, not just inference.
- GPU Stubs: Bindings for
wgpuand CUDA computation. - Graph Fusion: Advanced kernel fusion for 100x throughput.
To Acquire V3:
- Enterprise Licensing: Contact the maintainer directly.
- Sponsor Tier: Available to Gold Tier Sponsors ($5k/mo).
- Phase 1: The Spark. (Synthesize 46k lines of MoonBit). [COMPLETE]
- Phase 2: The Bridge. (Zero-Copy Python<->Rust<->Wasm). [COMPLETE]
- Phase 3: The Trainer. (V3 Engine - Local Finetuning). [PRIVATE BETA]
- Phase 4: The Ocean. (V4 Protocol - Decentralized Swarm Intelligence). [ARCHITECTED]
Apache 2.0 Licensed. We believe in open infrastructure.
- Repository: github.com/merchantmoh-debug/moonlight-kernel
- Signed:
Mohamad | The Sovereign Architect