ScarfBench — benchmarking AI agents on Java migrations
New benchmark measures how well AI agents handle real enterprise Java framework migrations—a task requiring code understanding, refactoring logic, and multi-file consistency.
• Tests agents on Spring, Hibernate, and other production framework updates
• Evaluates code correctness, test coverage, and build success
• Reflects growing need to measure agentic AI beyond conversation tasks