Tools & Productivity

What AI coding assistants are actually good at, where they'll confidently mislead you, and how to use them without losing your ability to think through problems yourself.

Sometimes the best tool for the job is the one you build yourself. Here's when custom scripts and internal tools outperform anything you can buy — and when they don't.

More tools don't mean more productivity. At some point, the tools start working against you. Here's how to build a tool stack that stays manageable.

Every dependency is a bet. Here's how to evaluate open source projects before you build on top of them — so you don't discover the library is abandoned after you've shipped.

Every week there's a new tool that promises to change everything. Most of them won't. Here's a practical framework for evaluating new tools so you adopt what helps and skip what doesn't.

Regular expressions look like someone mashed the keyboard. They're actually a concise language for describing text patterns — and once you learn the basics, they'll save you hours.

You found a tool that actually helps. Now you need to weave it into your existing work without breaking what already works. Here's how to adopt tools without the chaos.