@misc{stephens2026evaluatingjudgeactionsthroughaproductionadjudicationruntime,
  title={Evaluating Judge Actions Through a Production Adjudication Runtime},
  author={Jamie Stephens},
  year={2026},
  eprint={2608.00053},
  archivePrefix={marXiv},
  primaryClass={cs.AI}
}