SWE-Serve: Benchmarking Agentic Engineering For Production Inference Serving.

arXiv:2609.26777v1 Announce Type: new Abstract: We introduce SWE-Serve, a benchmark for evaluating agents on production inference engineering tasks. Implementing an inference feature can require coordinating multiple changes across the serving stack, including