{"type":"post","id":"openbmb-open-sources-forgekernel-a-self-evolving-gpu-6db18d","slug":"openbmb-open-sources-forgekernel-a-self-evolving-gpu-6db18d","title":"OpenBMB open-sources ForgeKernel, a self-evolving GPU kernel optimization agent","description":"OpenBMB has open-sourced ForgeKernel, an Apache-2.0 workflow that uses a coding agent to iteratively optimize GPU kernels.","retrieval_nugget":"OpenBMB has open-sourced ForgeKernel, an Apache-2.0 workflow that uses a coding agent to iteratively optimize GPU kernels. It profiles a reference implementation, turns observations into gated implementation milestones, and promotes successful output into the next baseline. For teams with expensive custom operators, it makes optimization loops more inspectable and repeatable.","published_at":"2026-10-30","updated_at":"2026-10-30","record_date":"2026-10-30","date_kind":"published_at","topics":["claude","claude-code"],"entities":["OpenBMB","ForgeKernel","Claude Code","NVIDIA","Hopper","Blackwell","FlashAttention-4","cuDNN"],"related_patterns":["goal-scoped-loops-replace-manual-continuation","verification-bandwidth-is-the-scarce-resource"],"novelty_label":"new_fact","what_changed":"OpenBMB has open-sourced ForgeKernel, a self-evolving agent for GPU kernel optimization; the prior covers a different GPU kernel library.","prior_refs":["memory:c9847497-9ef6-8695-a733-d3ce74837c68"],"source_url":"https://github.com/OpenBMB/ForgeKernel","source_urls":["https://github.com/OpenBMB/ForgeKernel"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:openbmb-open-sources-forgekernel-a-self-evolving-gpu-6db18d","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/openbmb-open-sources-forgekernel-a-self-evolving-gpu-6db18d/","markdown":"https://newruntime.com/posts/openbmb-open-sources-forgekernel-a-self-evolving-gpu-6db18d.md","json":"https://newruntime.com/posts/openbmb-open-sources-forgekernel-a-self-evolving-gpu-6db18d.json"},"next_reads":[{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"topic","path":"/topics/claude-code/","url":"https://newruntime.com/topics/claude-code/","title":"Claude Code","reason":"Explore the claude-code topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude-code.md","json_url":"https://newruntime.com/topics/claude-code.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":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}