Hugging face goes agentic future ish and you can launch jobs to optimize kernels with AI agents https://huggingface.co/blog/revamped-kernels

Hugging Face has introduced agentic capabilities that allow users to deploy AI agents to automatically optimize computational kernels, representing a shift toward more autonomous AI-assisted development workflows. This development enables developers to leverage AI agents for performance optimization tasks that would traditionally require manual tuning and expertise. The feature integrates with Hugging Face's platform to streamline kernel optimization processes through intelligent automation.

Source: Clem Delangue (X) | 2026-07-07