Blog Posts

Most biometric verification tools are either expensive, require a hardware SDK, or lock you into a...

I gave AI a WordPress development requirement. It understood the requirement. It generated the...

Domain-specific AI products often fail in one of two ways. They either ask a language model to...

Audio-to-MIDI is often described as a single machine-learning problem: feed audio into a model and...

AI is surprisingly good at producing code-shaped answers. That is not an insult. A lot of those...

Every AI coding agent I've used shares one habit: it writes the plausible thing. The code compiles....

Headline: Vercel Sandbox runs untrusted code — including code a model just wrote — inside an...

I'm a few months into a job search after a layoff, and I kept running into the same two problems: I...

I didn't just write a programming language. I built the pipeline that makes the language work. 🔗...

What happens when you stop using programming languages and decide to build one? That was the...

You asked an AI to help you build something, and it put the whole thing inside one service. I have written about this before: a Service is a waiter, …

clawk and Sculptor both run AI coding agents in isolated environments on your own machine. Here is how their sandboxing models, platforms, and setup differ.

Most AI coding tools fail before they write a single line of code. Not because the model is weak —...

Plain-English takeaway (if you read nothing else): I spent a month testing whether a MacBook can...

Ten prompting patterns I actually use with coding agents: adversarial reviews, blunt boundaries, measurable gates, evidence, project-specific context, and L2 me

Auto mode is now the default in Claude Code for Pro, Max, and Team plans Anthropic are really confident in Claude Code's auto mode , to the point that they are

AI coding tools have solved one problem remarkably well: They can produce code extremely...

The Quest Begins (The "Why") I still remember the first time I stared at a whiteboard...

Will AI replace software engineers? No. As a staff software engineer who works with AI extensively,...

When Python 3.10 introduced structural pattern matching (match/case syntax), there was an excitement...

YouTuber Theo, founder of T3, gave thousands to Codeberg. He saw them vote in AI restrictions and...

I had a problem with AI coding assistants. They were too helpful. Ask for a hint on a coding...

On August 7, 2026, GitHub published a Copilot update that looked like a bag of small conveniences: a...

Remember when "AI coding" just meant inline tab-completion suggesting a for loop in VS Code? Those...