{"type":"post","id":"cognition-releases-swe-2-flash-a-fast-low-d7e5b8","slug":"cognition-releases-swe-2-flash-a-fast-low-d7e5b8","title":"Cognition releases SWE-2 Flash, a fast low-cost coding model for Devin built on Thinking Machines' Inkling-Small","description":"Cognition has released SWE-2 Flash in Devin Desktop and CLI, positioning it as a faster, lower-cost coding model for routine engineering work.","retrieval_nugget":"Cognition has released SWE-2 Flash in Devin Desktop and CLI, positioning it as a faster, lower-cost coding model for routine engineering work. The model builds on Thinking Machines’ Inkling-Small and is available through Devin now, while its weights remain restricted because Cognition says its cyber capabilities create misuse risks.","published_at":"2026-11-04","updated_at":"2026-11-04","record_date":"2026-11-04","date_kind":"published_at","topics":["agent-economics"],"entities":["Cognition","SWE-2 Flash","Devin","Inkling-Small","Thinking Machines","FrontierCode 2.0"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"Cognition released SWE-2 Flash, a new low-cost coding model built on Inkling-Small, with mid-training gains and benchmark results.","prior_refs":[],"source_url":"https://cognition.com/blog/swe-2-flash","source_urls":["https://cognition.com/blog/swe-2-flash"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:cognition-releases-swe-2-flash-a-fast-low-d7e5b8","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/cognition-releases-swe-2-flash-a-fast-low-d7e5b8/","markdown":"https://newruntime.com/posts/cognition-releases-swe-2-flash-a-fast-low-d7e5b8.md","json":"https://newruntime.com/posts/cognition-releases-swe-2-flash-a-fast-low-d7e5b8.json"},"markdown_url":"https://newruntime.com/posts/cognition-releases-swe-2-flash-a-fast-low-d7e5b8.md","next_reads":[{"type":"topic","path":"/topics/agent-economics/","url":"https://newruntime.com/topics/agent-economics/","title":"Agent Economics","reason":"Explore the agent-economics topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-economics.md","json_url":"https://newruntime.com/topics/agent-economics.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}