Tools · open in your browser
Every case study on the main page has something runnable behind it. These are the pieces you can open right now. All of them are prototypes; treat outputs as drafts for a human to review.
Score county grant applications against a rubric with your own API key. Nothing leaves your browser except the model call. Built for the San Mateo County NOFA review cycle.
Open the evaluator →The browser prototype behind the WorkTrace case study: real-time hand tracking, task playbooks, and episode export. Works with a webcam, or in synthetic demo mode without one.
Open WorkTrace →Rubric-based essay grading for teachers, single essays or batches, with your own API key. Open source on GitHub.
Launch the app →Record any browser workflow once and get a narrated video SOP out the other side. Prototype, source on GitHub.
View the repo →BYCHA BUXTON · SAN MATEO, CA · 37.5630° N · 122.3255° W