[HUGGINGFACE]score: 0.43
RAMP Benchmarks LLM Agents on Long-Horizon Production Software Engineering Tasks
May 25, 2026
Static benchmarks like SWE-bench fail to capture long execution chains, tool use, and iterative feedback loops that define real production agentic workflows. RAMP, built on the YatCC platform, provides a runtime assessment infrastructure with standardized orchestration interfaces for evaluating software engineering agents on production-grounded tasks.
paper
HOW THIS AFFECTS YOU
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builderWorth watching as a more realistic signal for which coding agents actually hold up in production versus those that overfit to benchmark-style tasks.
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researcherRAMP offers a more ecologically valid evaluation framework than isolated benchmarks for measuring agent capability on multi-step software engineering workflows.