13 small experiments spanning 2014–2026 — some useful, some just curious. Tools, one-off scripts, weekend prototypes, the occasional thing that escaped into the world. Reverse chronological order; the most recent leads.
A pipeline that ingests my blog posts, essays, and drafts; generates a fine-tuning dataset; trains a small model on Modal; and serves the resulting chat widget on this site, streamed through a Netlify function. The point isn't accuracy — it's voice.
A copier template that scaffolds a local vault: ingests your email, browser history, tasks, journals, and notes into SQLite, then runs cross-source analysis skills via Claude Code. Read-only — never writes back to your sources. Cross-source signal is the product: intention-action gaps, attention drift, relationship decay, topic convergence.
I've judged over a hundred competitive debates in Karl Popper format. DebateFlow generates synthetic debates with an injected weakness on one side and asks LLMs to call the winner — measuring where multi-turn judgment fails, and how badly.
A multi-model pipeline that takes a job posting, pulls relevant evidence from past work, and drafts tailored resume bullets, a cover letter, and interview prep. Postgres with pgvector for retrieval, Inspect AI for evaluation, Logfire for tracing.
Can I automate the median high-school debate case? Turns out I can. CaseMaker drafts a contention, pulls evidence with Tavily, and writes the rebuttal — all glued together by a PydanticAI agent loop.
A community-published mod that ships a full Czech localization of Outer Wilds — what was, and remains, my favorite game. Lives on the official Outer Wilds Mods catalogue.