You don’t “run a model”
You run Kernels The model is just a graph The Inference Engine is scheduler / optimizer / executor But the actual work? That happens in the Kernels – MatMul Kernels
– Attention Kernels
– RMSNorm Kernels
– KV cache Kernels
– Quantized linear Kernels
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CODE
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Model Inference: Kernels Execute The Actual AI Workload
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Skills: Elegant Automation for Large Language Models
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Skills are elegant automation for LLMs More people should use Skills to automate stuff
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LTS releases planned, requires additional developers
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LTS releases are planned, will take a few more weeks. That just needs more people.
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GitHub servers overwhelmed by massive AI development activity
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GitHub folks are amazing while we melt their servers.
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Developer Productivity and Ease of Development are Impressive
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I do and the progress and ease to dev now is really impressive
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Cursor AI Vibe Jam Day 23 with Major Prize Announcements
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🧑🚀 Day 23 of the @cursor_ai #vibejam
— @levelsio (@levelsio) 25 avril 2026
Proudly sponsored by @cursor_ai + @boltdotnew + @heyglif + @tripoai
Prizes to win (submit your vibe coded game before May 1!)
🏆 $25,000
🥈 $10,000
🥉 $5,000
🚨🚨🚨 ONLY 5 DAYS LEFT! 🤯🤯🤯
My favorite games from today:
🌅 Sunset City by… https://t.co/OJBuAe8Imr pic.twitter.com/tQshYXEO8xDay 23 of the @cursor_ai #vibejam Proudly sponsored by @cursor_ai + @boltdotnew + @heyglif + @tripoai Prizes to win (submit your vibe coded game before May 1!) $25,000 $10,000 $5,000 ONLY 5 DAYS LEFT! My favorite games from today: Sunset City by
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Anthropic develops Bugcrawl for Claude Code
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ANTHROPIC: Anthropic is working on Bugcrawl, a new Claude Code feature that would scan repositories for bugs using 10 parallel agents. It is very possible that this feature would target Teams and Enterprise plans, as with the Security and Code Review features. Whose stock