Blog
Practical notes on AI tools, programming, software engineering, and technology.
Mistral Just Released Shieldstral, a 3B Model Built Entirely for Content Moderation
Mistral's new Shieldstral is a 3-billion parameter open-weights model purpose-built for multimodal content moderation. How it works, where it fits in your stack, and whether it's actually good enough for production.
4 min read
8 Myths About Software Engineering and GenAI That Won't Die
ACM Queue published a systematic breakdown of persistent myths about how generative AI changes software engineering. We unpack each one and what the evidence actually says.
6 min read
We Finally Learned to Center a Div, Then Browsers Added Sidebars
Browser sidebars in Chrome and Safari are eating into viewport width and breaking layouts that developers spent years getting right. What changed, what breaks, and how to handle it.
6 min read
DeepSeek V4 Flash Crashes the Single-GPU Barrier on AMD MI300X
Someone got DeepSeek's V4 Flash model running on a single AMD MI300X GPU. What that means for the NVIDIA monopoly on high-end inference and whether it's actually practical.
Why Manually Retyping LLM-Generated Code Actually Makes You a Better Developer
Copying AI code straight into your editor builds zero understanding. The counterintuitive fix: type it out yourself. Here's why that works and how to do it without wasting time.
3 min read
Massively Parallel Postgres Backups: How to Stop Dreading Your Backup Window
PlanetScale just published their approach to parallelizing Postgres backups. Here's what that pattern looks like and how teams with large databases can apply it.
6 min read
How Cloudflare Runs Kimi and GLM Models Smaller and Faster at Scale
Cloudflare's approach to serving compact AI models with tighter latency budgets shows what production inference actually looks like when you strip away the GPU excess.
4 min read
AirLLM: Running 70B Parameter Models on a Single 4GB GPU
AirLLM claims you can run 70B models on consumer GPUs with just 4GB VRAM. Here's how it works, where it breaks, and whether it's actually useful for real workloads.
Qwen3.8-Max Claims a New Bar for Coding, Does It Actually Deliver
Alibaba's Qwen3.8-Max just landed with bold coding benchmarks. Here's what the numbers actually mean and where the model falls short compared to Claude and GPT.
Jane Street Built a UI Library in OCaml, Web Developers Should Pay Attention
Jane Street just open-sourced Bonsai, their OCaml-based UI library. Sounds irrelevant to web devs? It's actually a signal about where frontend architecture is heading.
5 min read