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Trip to Shenzhen
Had a whole week trip to Shenzhen, China. It was rather an eye-opening experience to say the least. It was a place where there were mostly nothing when I was born, but now a mega city like the one I h
Mar 18, 20264 min read2
[Pixel Post] Toward an Automatic Research Machine
Lately I’ve been circling around a question: what if computers didn’t just train models, but actually did the research itself? Humans stumbled on ideas like attention and Adam—simple equations that changed the trajectory of machine learning. But thes...
Sep 15, 20251 min read2
[Pixel Post] How to Set a Power Limit on My NVIDIA GPU to Keep Temperatures Under Control
My workstation is equipped with a 600W NVIDIA RTX PRO 6000 Blackwell. It's a beast — and like any beast, it runs hot. During some of my deep learning workflows, I noticed the GPU temperature creeping past 80°C. While technically still within spec, it...
Jun 26, 20252 min read77
[Pixel Post] Pro Tip for Claude Code: "I give you 100 iterations..."
By default, Claude Code is like a junior dev in a rush—skimming the surface, grabbing a couple files that look related, and running with it. But if you want actual depth? You need to prompt it like this: "I give you 100 iterations. I want you to dee...
Jun 9, 20251 min read3
[Fixed] RetroDiffusion does not work for RTX 5000/6000 GPUs
RuntimeError: CUDA error: no kernel image is available for execution on the device
Jun 1, 20252 min read28
[Pixel Post] How to Actually Get AI to Build Features Without Losing Your Mind
You can’t just say, “Claude, build X,” and expect magic. That’s like throwing your Figma files at a junior dev and walking away. If you want AI agents to help build features that don’t suck, you’ve got to coach them like a real teammate. Here’s the w...
May 30, 20252 min read14

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