The Judge
Multi-agent judging for hackathons: every submission read in full, every score bound to file-level evidence.

Judging for hackathons with more teams than a panel can read in ninety minutes. An organiser picks a rubric preset and tunes the weights, teams submit a repo, and Cursor cloud agents grade it independently against the criteria — returning per-criterion scores with file-level evidence, where a score that cites none is rejected before it is stored. Each submission is pinned to a commit SHA and unpacked inside an agent's own VM, so a force-push can't change what was judged and untrusted code never runs on the server. Human judges score the same projects blind; agent and panel are blended, and every disagreement becomes a sample that calibrates the next event.



