This blog post discusses a deterministic failure in the Responses API during server-side compaction involving parallel native shell calls. The author details the conditions that lead to the failure, the specific input order that causes issues, and provides a Python script to reproduce the problem. The post also references an ongoing issue report related to compaction failures in the OpenAI GitHub repository, emphasizing the importance of input ordering in API responses.