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Hugging Face introduces major updates to its Kernels project, including a new repository type on the Hub, improved security with trusted publishers and kernel signing, revamped CLIs, expanded framework/backend support, and a foundation for agentic kernel development.
Aitor built new browser infrastructure from scratch using custom chromium fork, firecracker VMs, and custom Linux kernel, achieving 3x cheaper cost, unlimited scaling, and fastest performance for browser automation. Now available at $0.02/hour.
A developer successfully ran Gemma4 26b MoE on Apple MacBook Air M5 using MLX with turboquant and a custom kernel, achieving faster prompt processing and generation speeds than llama.cpp with lower memory usage. The implementation includes instructions for local deployment.