Support-ticket triage and drafting with eight governance gates. Nothing auto-sends.
An n8n workflow for a support queue. An LLM classifies each ticket, a deterministic tripwire can only raise severity, and retrieval over the knowledge base drafts a reply that cites its sources. Eight review gates decide whether a person checks the draft, and nothing sends automatically. 101 automated regression tests run against the workflow code. On a 12-ticket hand-labeled evaluation set, the first run scored 58 percent; after hardening it scored 12 of 12, with every P1 ticket escalated.
n8nLLM triageRAGEvalsHuman-in-the-loop
Persistent memory & continuity engine for AI agents.
A local-first MCP server that gives AI coding agents durable memory across sessions: SQLite with vector and keyword retrieval, consolidation, and confidence decay. Before a shell command runs, Audrey checks it against failures it has already recorded. Published on npm, PyPI, and the official MCP Registry.
AI infraMCPSQLiteVector search
Self-hosted courthouse signage that replaced a paid SaaS.
Replaced a paid signage subscription with a self-hosted system for court schedules, announcements, and emergency alerts across lobby, courtroom, and info displays. Runs on Raspberry Pi 5 and Samsung Frame TVs, so the county controls the displays and pays no subscription.
TypeScriptRaspberry PiCost savings
Moves projects between Logic Pro, Ableton Live, and Pro Tools, decoding two undocumented binary formats.
Reverse-engineered Logic Pro's undocumented binary project format to extract note-accurate MIDI (pitch, velocity, position, and duration) with no public spec to work from, verified against Apple's own shipping demo songs. Converts in six directions across Logic Pro, Ableton Live, and Pro Tools, and every run writes a report of what transferred. Python core on PyPI, Electron desktop app, 423 automated tests with CI on Windows and macOS.
PythonElectronReverse engineeringAudio
A modern, Winamp-inspired desktop music player.
A local-first desktop music player in the Winamp tradition: hardware-styled deck skins, a 0-100 track-scoring system, and the Eviland visualizer, 31 scenes that react to the audio signal. For people who keep and curate their own music library.
TypeScriptDesktop appAudioLocal-first
LLM arena and request router.
Runs models head-to-head on the same tasks, keeps an Elo leaderboard from the results, and routes each request to the model that scored best for that kind of job.
LLM opsRoutingJavaScript
Websites and a custom CRM for local contractors. My side business.
Websites and a custom CRM for home-service contractors: budget quoting, proposals, online booking, and lead follow-up. I built the full stack in Next.js, including the pricing engine, lead and booking capture, a CRM dashboard with status and follow-up tracking, email alerts, and webhook sync. The first client, 3D Windows & Siding, has been live since July 2026; the CRM tracks time-to-first-contact on every lead and emails the owner a weekly value report.
Next.jsTypeScriptFull-stackCRMFounder