[Question] Project roadmap and future development plans

Hi KernelAgent team,

First of all, thank you for this excellent project! KernelAgent brings a very promising vision — combining multi-agent orchestration with hardware-guided GPU kernel optimization.

I've been exploring the project and have a few questions about its future direction:

1. Project Status
   The latest commit appears to be from mid-July 2026 (~1.5 months ago). Is the project still under active development? If so, what is the current focus area?

2. Roadmap
   Are there any planned milestones or a public roadmap for the coming months? I'm particularly interested in:

• New features or capabilities being explored (e.g., expanded kernel patterns, more advanced search strategies)
• Plans for additional hardware backends (beyond the existing CUDA and XPU support)
• Improvements to the LLM-guided optimization loop (better bottleneck analysis, template coverage, etc.)

Any insight you can share would be greatly appreciated.

Thanks!

This is a project-status and roadmap question, and it names no implementation files, tests, or entry points. There is no defined code change or completion criterion for a newcomer; maintainers would first need to clarify whether a roadmap document or another concrete contribution is wanted.