TL;DR: We trained SWE-grep and SWE-grep-mini, fast agentic models specialized in highly parallel context retrieval. They match the retrieval capabilities of frontier coding models, while taking an order of magnitude less time. Available now in Windsurf’s new Fast Context subagent, and our new SWE-grep demo playground!Modern coding agents face a fundamental tradeoff between speed and intelligence. Frontier models can solve complex tasks, but it can take minutes of searching before they edit a sin...