ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration Enterprise Article Published June 30, 2026 Upvote 27 Raju Pavuluri rpavuluri ibm-research Rahul Krishna rkrsn ibm-research Srikanth Govindaraj Tamilselvam stamilse ibm-research Bridget M brmcg ibm-research Ashita Saxena ashitasaxenaIBM ibm-research George Safta george-safta ibm-research Advait Pavuluri apavuluri ibm-research Michele Merler mimerler ibm-research ⭐ Star ScarfBench on GitHub Modernizing enterprise applications is one of the largest and most expensive software engineering activities organizations undertake. Teams migrate applications across frameworks to improve maintainability, cloud readiness, developer productivity, and access to modern capabilities.
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- ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration Enterprise Article Published June 30, 2026 Upvote 27 Raju Pavuluri rpavuluri ibm-research Rahul Krishna rkrsn ibm-research Srikanth Govindaraj Tamilselvam stamilse ibm-research Bridget M brmcg ibm-research Ashita Saxena ashitasaxenaIBM ibm-research George Safta george-safta ibm-research Advait Pavuluri apavuluri ibm-research Michele Merler mimerler ibm-research ⭐ Star ScarfBench on GitHub Modernizing enterprise applications is one of the largest and most expensive software engineering activities organizations undertake.
- Teams migrate applications across frameworks to improve maintainability, cloud readiness, developer productivity, and access to modern capabilities.
- Recent advances in coding agents have sparked excitement around AI-assisted modernization.
- But an important question remains: Can AI agents reliably modernize real-world enterprise applications?
- Existing software engineering benchmarks have demonstrated impressive progress in bug fixing and code generation, but framework migration presents a fundamentally different challenge.
- Success requires not only translating code, but also preserving behavior, adapting build systems, and navigating runtime dependencies.