Originally published at: https://developer.nvidia.com/blog/how-swe-serve-exposes-the-gap-between-local-tests-and-live-serving/
An AI coding agent’s patch can pass tests yet fail when the server loads a real model and handles requests. Evaluating changes to inference-serving software therefore requires checking the full serving path, including whether the system returns correct results through its public interface. Developed with input from the SGLang team, SWE-Serve evaluates this gap with…