TL;DR of the paper, generated automatically.

ReproBridge builds refined research artifacts that help coding agents reproduce ML experiments.

• Results: agent success rose from 76.4% to 92.6% across four models.
• Cost: API spending down 19.7% on average.
• Code and data: not released yet, under internal review.