AI Notes
Notes on agentic coding, local deployment, and hard-won lessons.
DeepSeek V4 Flash Agent inference on 2× GB10: open-source results
Open-source DeepSeek V4 Flash inference optimization for realistic Agent workloads on 2× NVIDIA GB10, with final cache-off results throug...
When AI Editing Failed, the Real Problem Was Outside the Filler Words
Four AI-edited versions, zero shippable. The failure made it clear: transcript-first tools treat video like compressed text, but the valu...
I've Done Consulting, I've Done BA, Now I'm in AI — What's Happening to This Job
I've done consulting, done BA, and now I work in AI. Looking back, AI didn't "replace" analysts — it just pulled into the open the parts ...
New Tech, Loss of Control, and “What If It Takes Over My Computer?”
This week I started a small project: helping 1,000 people install OpenClaw for free. I thought the barrier had already been lowered enoug...
A Liberal-Arts Marketer Ran DeepSeek R1 on a Single Domestic GPU
Today might be my first real day of "vibe coding." I studied liberal arts and now work in AI marketing. I still do not write code myself....