FreshBrew: A Benchmark for Evaluating AI Agents on Java Code Migration

arXiv:2510.04852 · cs.SE, cs.AI · Submitted 2025-10-06 · Read on arXiv

cs.SE, cs.AI

Submitted: 2025-10-06

Updated: 2026-10-03

Terminology

• AI Agents — 4× in this paper · explained in 2 episodes
• Benchmark — 4× in this paper · explained in 2 episodes
• Agentic Approaches — 1× in this paper · explained in 1 episode
• Agentic Framework — 1× in this paper · explained in 6 episodes
• Failure Modes — 1× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Reward Hacking — 1× in this paper · explained in 8 episodes

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