BugBench: Porting Heavyweight JVM Analysis to Modern Lightweight Editors

BugBench demonstrates a successful architectural strategy for porting deep JVM-based analysis logic to lightweight environments like VS Code and Kiro. By integrating git-diff awareness and SARIF standards, it provides developers with a high-performance, context-aware debugging experience that fits seamlessly into modern CI/CD pipelines.