Windows Systems Engineering • AST Static Analysis • Cognitive Memory Runtimes • Local-First AI
| System | Domain & Architecture | Key Operational Metric |
|---|---|---|
| 🏝️ Notch | Spatial Dynamic Island HUD for Windows 11 | 60 FPS • <40MB RAM • Zero Focus Theft |
| 🧠 OMNIA | AST Codebase Memory MCP Server for Claude & Cursor | 94.1% Context Token Reduction |
| 🛡️ Aegis-AST | Zero-Dependency Python Security & Secret Linter | <42ms Scan Time • Pure Stdlib |
| 🔊 AcuDiag | Smartphone Acoustic Fault Diagnostics for Industrial Mechanics | FFT + Welch PSD Harmonic Engine |
| 🎓 Academic Ideation | Multi-Model Academic Research & Grant Proposal Generator | Full-Stack React + FastAPI |
| 🛑 DWEL | Infinite-Loop Circuit Breaker for AI Agent Trajectories | <0.5ms Cycle Interception |
| ⚡ InstaFlow | Self-Hosted Autonomous Instagram Growth Engine | SQLite WAL • Zero Monthly Fees |
| 🛡️ mem-shred | C++20 Header-Only Memory Sanitizer & Compiler Barrier | Guaranteed Zeroization under -O3 |
- Zero-Dependency Portability: Leverage standard libraries (
ast, Win32 API, SQLite) to eliminate brittle dependency chains. - Sub-50ms Execution Budgets: Developer tooling must operate instantaneously within pre-commit hooks and real-time desktop overlays.
- Local-First & Air-Gapped Security: Software runs locally on device with zero unexpected cloud telemetry or privacy exfiltration.