Humanize workflow adds layered review to AI code generation

Researchers led by Sihao Liu released Humanize, a multi‑agent workflow for AI‑assisted coding. A human signs off a plan, a builder agent writes code, and a reviewer agent from a different vendor decides when the work is complete. The system enforces 72 mechanical checkpoints and alternates between the two agents, so a defect survives only if both miss it. In early deployment it collected 1,468 GitHub stars and handled a 567‑file gem5 migration under upstream review.