Systems design and retrieval infrastructure
Agents can find your code. This remembers what you learned the hard way.
- Node (ESM CLI pipeline)
- Model Context Protocol
- BM25 ranking
- Next.js 16 (App Router)
Projects
4, not thirty — and every one opens in a click. Each started for its own reason, and each has a write-up of the decisions that mattered plus an honest note about what it does not do, including the tests I have not written.
Case studies
Live site
A loose idea taken to a finished product
An AI study companion that boots from a fresh clone with no environment at all.
- Next.js 15 (App Router)
- React 19
- TypeScript (strict)
- Supabase (Postgres + Auth)
Live demo
A product built around one real user
A private app I built as a gift, then kept building from its one user's feedback. You can walk through all of it; the memories in there just aren't the real ones.
- Next.js 16 (App Router)
- React 19
- TypeScript (strict)
- Tailwind v4
Live demo
Software for real users, in daily use
The platform my ICT class runs on, with its own purpose-built MySQL engine and a demo that hands you your own classroom.
- Next.js 16 (App Router)
- React 19
- TypeScript (strict)
- Tailwind v4
Live demo