Practical AI, built and explained clearly.

I help teams turn difficult AI ideas into reliable products and share what I learn.

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AISep 2, 2026

GitHub Copilot can now satisfy pull request approval rules. Here is how to pilot AI approvals without weakening code governance.

AISep 2, 2026

Hugging Face released 207 WebGPU kernels for browser AI. The bigger shift is versioned GPU artifacts—and a fleet learning which ones work.

AISep 2, 2026

Flower Endeavor 1.0 offers managed and private frontier AI. The opportunity is real, but benchmarks, pricing, parity, and rights need proof.

For projects, use consulting. For anything else, send a note.

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