In our previous post (From Zero to GPU) , we introduced the 🤗 Kernels project, which aims at standardizing how custom kernels are packaged, distributed, and consumed. We want the project to be frictionless and secure, while making it as Hub-friendly as possible. Over the past few months, we have worked towards this goal. In the process, we also almost completely redesigned the project. This post will summarize the major updates we have shipped and what’s coming. Table of contents Kernels – a new repository type Improved security Revamped CLIs More coverage of frameworks and backends Foundation for agentic kernel development Misc Conclusion Kernels – a new repository type We have introduced a new repository type on the Hub called "kernel" . This enables us to cater to users with compute-related specificities. For example, a user can get a sense of which accelerators, operating systems, and backend versions are supported for a given kernel: Kernel page: …