{"type":"post","id":"release-kapitsa-0-2-31-nace-ai-kapitsa-feb209","slug":"release-kapitsa-0-2-31-nace-ai-kapitsa-feb209","title":"Release Kapitsa 0.2.31: nace-ai/kapitsa","description":"Kapitsa 0.2.31 reports faster local inference across several Apple Silicon configurations, including an approximately 13% gain for one 35B-A3B setup on M5 Pro with unchanged outputs.","retrieval_nugget":"Kapitsa 0.2.31 reports faster local inference across several Apple Silicon configurations, including an approximately 13% gain for one 35B-A3B setup on M5 Pro with unchanged outputs. The release is useful to teams evaluating local model serving, but its figures are project-reported and tied to specific hardware and workloads.","published_at":"2026-11-06","updated_at":"2026-11-06","record_date":"2026-11-06","date_kind":"published_at","topics":["agent-economics"],"entities":["Kapitsa","Nace AI","DFlash2"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"Kapitsa 0.2.31 is a newer release reporting improved inference performance across Apple hardware.","prior_refs":["https://newruntime.com/posts/kapitsa-v0-2-15-an-open-source-apple-e8f061/","https://newruntime.com/posts/kapitsa-0-2-25-adds-clover-35b-a3b-58bbd7/","https://newruntime.com/posts/kapitsa-0-2-22-runs-flash-next-from-9160f3/","https://newruntime.com/posts/kapitsa-0-2-23-lands-an-ordering-fix-75ad97/"],"source_url":"https://github.com/nace-ai/kapitsa/releases/tag/v0.2.31","source_urls":["https://github.com/nace-ai/kapitsa/releases/tag/v0.2.31"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:release-kapitsa-0-2-31-nace-ai-kapitsa-feb209","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/release-kapitsa-0-2-31-nace-ai-kapitsa-feb209/","markdown":"https://newruntime.com/posts/release-kapitsa-0-2-31-nace-ai-kapitsa-feb209.md","json":"https://newruntime.com/posts/release-kapitsa-0-2-31-nace-ai-kapitsa-feb209.json"},"markdown_url":"https://newruntime.com/posts/release-kapitsa-0-2-31-nace-ai-kapitsa-feb209.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"}]}