Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems LLM agents are rapidly evolving from coding assistants into autonomous software engineering systems. However, existing evaluation methodologies remain largely centered on static, isolated, and short-horizon benchmarks th... Ava Brooks 26 May 2026 · 1 min read