A Hybrid Approach to Painless Java Upgrades using LLMs

When upgrading Java, breaking changes aren't just syntax errors, they are structural. By pairing Static Analysis (PMD) with GPT-4, we reduced the manual effort of incompatibility investigations by 90%.