Devin Desktop: Introducing SWE-grep and SWE-grep-mini: RL for Multi-Turn, Fast Context Retrieval

Product: Devin Desktop

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…

What changed

• 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…

Source

• Official notes: https://cognition.com/blog/swe-grep

Why it matters

If you use Devin Desktop, skim the official notes above and decide what to try in your next session. Tag the right surface — Cloud vs Desktop vs CLI — before you change workflows.

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Fan coverage from Devin Central — not an official Cognition announcement. Devin is a trademark of Cognition.