Work

A Rust retrieval server for large technical specifications: the Intel SDM, the Hyper-V TLFS, and UEFI. Hybrid BM25 and dense search, listwise reranking, and a small local model that grades whether the evidence is sufficient before anything is returned to the agent.

Rust · llama.cpp · Tantivy · Qdrant · MCPRead →

A Rust execution engine for Hyperliquid order books. No allocation on the hot path, zero-copy data through rkyv, and gradient-boosted trees compiled to TensorRT for the decision step. Regime monitoring runs off-path so it can never delay an order.

Rust · rkyv · SIMD · TensorRTRead →

Safe Rust over Microsoft's dbgeng COM engine, the core of WinDbg, exposed as typed MCP tools. Process attach, memory and register access, disassembly through Zydis, PDB type layouts, ETW capture, and Time Travel Debugging replay through hand-written COM bindings.

Rust · dbgeng · COM · Zydis · ETW · MCPRead →

An immediate-mode GUI and 2D renderer whose core is no_std and renderer-agnostic, for hosts that own their own device and swap chain. Analytic anti-aliasing, no heap allocation once warm, and pixel-exact headless tests on D3D11 and D3D12.

Rust · no_std · D3D11 · D3D12 · wgpu · C++ FFIRead →

An MCP server that exposes the full Hyper-V PowerShell module as typed tools and read-only resources, with a supervised PowerShell sidecar underneath. Guest commands and file transfer run over VMBus through PowerShell Direct, so a VM never needs a network path.

Rust · rmcp · tokio · Hyper-V · PowerShell Direct · DPAPIRead →

Turns terminal output into typed JSON so coding agents work with structure instead of parsing text. Tools chain in-process, so intermediate output never reaches the context window.

Node.js · MCP · JSON-RPC · NunjucksRead →

A dataset factory that treats frontier models as teachers rather than oracles: panel-based synthesis, judge fusion, and student models promoted to teacher once they pass the evals.

Teacher panels · Judge fusion · EvalsRead →