The work, in motion.

An AI agent in Teams and Microsoft 365 Copilot that gives an instructional design team six specialist tools, built with Claude Code and run on Copilot Studio.

Specialist tools in production: 6 · 2026

The v1 LLM job system a non-technical team ran by dropping files into a shared folder: no client, no dashboard, a queue that behaved. ID Assistant grew from it.

Sandbox regression scenarios: 7 · 2025

An offline speech pipeline (Whisper transcription, Kokoro voice synthesis) that replaced a discontinued paid captioning and voiceover vendor.

A chief-of-staff agent built entirely from markdown the model reads. It installs and repairs itself and was adopted by colleagues inside a Fortune 500.

Release cycles maintained: 4+ · 2025

A face-swap video generator: pick a GIF, add a face, get a shareable clip. The GPU fleet, queue, and spend model are built to survive real traffic.

RDS restore drill (recovery time): 7m 25s · 2026-04-18

A voice-native cooking assistant that reads a recipe aloud and guides you hands-free, step by step, in real time.

Automated tests passing: 277 backend + 120 frontend · 2026-07-02

A local multiplayer party-game platform: a Godot host app renders the game on the TV, phones are the controllers, and one wire protocol keeps them in sync.

Automated tests passing across four runtimes: 158 backend + 66 website + 32 controller + 23 Godot host · 2026-07-04

A writer's platform that turns a manuscript into data-driven story analysis: character dossiers, timelines, and structure maps.

Automated tests passing: 621 backend + 240 frontend · 2026-07-03

A podcast discovery app built on one unified graph linking live events, host-and-guest relationships, and the merch those people sell.

Podcast episodes ingested and graphed: 5,500+ · 2026-04

A family movie-night assistant that tracks each member's success and failure sentiment on every pick, so 'what should we watch' stops being a fight.

Recommendation endpoint latency (Gemini + OMDb), cold vs. cached: 34.7s cold to 0.24s cached · 2026-07-03

A Discord-native game-night orchestrator that finds what a friend group can play together and gets them from 'let's play something' to launched.

Steam library imported (end-to-end proof run): 182 games · 2026-06-12

An autonomous agent that triages user feedback across the whole product portfolio, filing issues and dispatching fix PRs behind a human-approval gate.

Onboarding a new product: 1 YAML entry · 2026-06-06

Two Model Context Protocol servers that let an LLM operate After Effects and Premiere Pro directly, validating every tool call.

Tools validated against a live Premiere Pro session: 43 of 97 defined · 2025

This site: a static Astro portfolio built for AI screeners as deliberately as for people, by a fleet of AI agents under human-gated review.

Machine-readable surfaces shipped alongside the human-facing pages: 5 · 2026-07-04

A personal-shopping assistant designed security-first: three privacy zones, including one that must never leak a gift to its recipient, set before any code.

Design docs authored before the build began: 199 · 2026-05-21