How a GPU Actually Works
How does a GPU turn millions of pixels into images and power today's AI models? Explore GPU architecture from the ground up, including CUDA ...
Oct 15, 2026
12 min
Architecture Case Study: Migrating a Developer SaaS from Serverless to a $10 VPS with Docker
Serverless platforms like Vercel and AWS Lambda are the default choice for modern web applications.
Sep 26, 2026
8 min
Jev's Boring Use Cases Are the Ones That Actually Work
Jev is a lightweight model that runs far faster and cheaper than larger LLMs, delivering competitive accuracy for tasks such as reranking, j...
Sep 24, 2026
3 min
Pi‑warden: Using Jev to Block Destructive Commands in 48 Hours
Jev, a decision‑only AI model released on September 15 2026, was quickly adopted by developers: pi‑warden, built within 48 hours, blocked 42...
Sep 24, 2026
4 min
Google Slides AI is laughably bad
I was making a slide in Google Slides recently when a small button appeared at the bottom: Beautify the slide.
Sep 3, 2026
3 min
Fun Project: I Built a Compressor That Thinks in Tokens
Field notes from a weekend spent teaching an entropy coder to speak LLM. LLMs spent billions of dollars learning the best subword dictionary...
Sep 1, 2026
10 min
How Netflix's Architecture Works in 2026: A Developer's Guide
Netflix's architecture has evolved from a monolithic DVD business into a globally distributed platform built around EKS, Envoy, Open Connect...
Aug 30, 2026
11 min
How I Built a Real-Time Developer Trend Radar Into My SEO Growth Engine
An AI-powered content intelligence system that streams live developer conversations from Hacker News, Dev.to, Google Search, and GitHub — an...
Aug 29, 2026
12 min
My ledger said I posted zero replies on a day I posted two, because the tool was classifying rows by a cell I type by hand
A counter in my own records told me I had posted zero replies on a day I posted two. The classification read a cell I type by hand, and the ...
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Aug 28, 2026
4 min