Tucker Briggs

Apps and experiments. Two for iPhone, one that runs in this browser tab, and one long-running attempt to build a game opponent nobody can beat.

Table Tanks Live dashboard

A turn-based tactics game for iPhone — and a self-play reinforcement-learning pipeline trying to produce an opponent that beats every human.

The dashboard is the research, not a summary of it: every training run, the stage it reached, and every strength measurement with its confidence interval. Runs that showed no difference are displayed as prominently as the ones that worked.

Gaussian Heatmap Runs in the browser

Drop in a CSV of latitude, longitude and value. Get a Gaussian-smoothed heat map on a real map, with the radius and neutral point tunable live.

Nothing is uploaded — the CSV is parsed and rendered entirely on your machine.

Repline iPhone & Apple Watch

Strength training that keeps up with the workout — sets logged as you go, with personal records surfaced the moment you hit them.

DeckLearn iPhone

Flashcards from any CSV. Cards are mastered only after several correct answers in a row, and miss one and the streak resets.

No accounts, no ads, no analytics, no network access of any kind.