ryan@forge:~/fullstack-demo$

One prompt, two model answers, one tap. The answer key never comes from a model.

A working slice of a data-labeling platform, built end to end for this application. Tap an answer; the key is computed, never modeled. Replay the build, at the bottom, to watch it get made.

task

item alphabetical-c0c718c190 · 57 left in this track

Which comes first in alphabetical order: thorough or through?

choose the answer you believe is correct

monitor

Labeler agreement with the answer key, each model's accuracy by family, views per day from the access log, and the last labels appended to the ledger.

built with React TypeScript Vite FastAPI Postgres Caddy Docker Compose OpenTofu GCPRyan Belisle[email protected]