For tech leaders at custom development firms and small engineering teams: a "watch-them-work" assessment platform where candidates solve, debug, and deploy real engineering tasks in live production environments while capturing thought process, decision-making, debugging approach, and AI usage. Outcome: surface top 5–10 candidates from hundreds, hire in under 7 days, and cut hiring time and cost dramatically while requiring about 1 hour of team time.