Step-by-step guides, career advice and developer skill building.
GitHub's trending page has never moved faster. In the past 90 days, a handful of repositories went from unknown to unmissable — one crossed 210,000 stars in weeks. Here's exactly what's blowing up, why it matters, and how to put it to work today.
Everyone tells beginners to start with Python. After four years in data roles, I'd tell them to start with SQL instead. Here's why it matters more, transfers more broadly, and takes less time to become useful.
I wrote Pandas code that worked but was slow, verbose, and embarrassing to show other data scientists. Here are the specific patterns I was using and the better alternatives that changed my approach.
I was an advanced Excel user who kept hearing I should learn Python. Here's the specific 90-day path I took, what resources actually worked, and the moment it stopped feeling like learning and started feeling like a tool.
I spent two weeks on what I thought was a great contribution to a popular open source project. The PR was closed without merging. Here's what the maintainer taught me about contributing effectively.
I landed a job I wasn't qualified for on paper because of open source work I'd done in my free time. Here's the specific story, what the project was, and what contributing to open source actually signals to employers.
I was a 28-year-old former marketing coordinator who taught himself to code. Here's exactly how I got my first developer job — the portfolio strategy, the applications, the interviews, and what actually worked.
I was underpaid and knew it. After 18 months of not saying anything about it, I had one conversation that resulted in a 35% raise. Here's exactly what I said and the preparation that made it work.
After conducting over 200 technical interviews, I can tell you what makes a developer portfolio stand out — and it's almost the opposite of what most portfolio advice tells you to do.
In early 2024 I was getting paid well, working on interesting problems, and completely miserable. I almost quit tech entirely. Here's what was actually happening and how I found my way back to enjoying the work.