Wrote a blog after a while. Been busy, but I'm finding a good rhythm working on two things simultaneously: my C-Kernel-Engine and improving ANTSAND itself (the platform that powers this site).

The C-Kernel-Engine is coming along nicely. It's a code generator and kernel library for training LLMs on CPU hardware, no GPU required. All the core kernels (attention, RoPE, RMSNorm, SwiGLU, GEMM) now have both forward and backward passes with full PyTorch parity. The documentation site is live at antshiv.github.io/C-Kernel-Engine.

On the ANTSAND side, I'm modernizing the frontend, moving away from Vue2 toward vanilla JS. It's a platform I've been building for a decade now, and it feels right to evolve it alongside my AI work.

The setup that' working for me: Linux, plain C, vi, and AI assistance to keep momentum on multiple projects. No fancy IDE, no complex toolchains. Just the basics done well.

I'd like to write more blogs consistently. No promises though.