If an AI agent writes most of your code and you feel like you’re learning less, you’re looking in the wrong place. Agents now absorb the syntax errors, library quirks, and API docs. What’s left, and what an agent can’t judge for you, is the system around the code. Your job is knowing whether what […]

Read More →

You can learn operating systems, compilers, and machine learning in a computer science degree. But nobody sits you down and shows you how to actually use your computer well. That gap has a name: The Missing Semester of Your CS Education, a free course from MIT. Here’s what it is, why it matters, and how […]

Read More →

Would you let a brand-new employee wire $50,000 on their first day without anyone checking? Probably not. You’d train them, watch their work, and hand over more responsibility as they earned it. AI deserves the same treatment. That’s the idea behind Human-in-the-Loop (HITL). Table of Contents What Is Human-in-the-Loop? Human-in-the-Loop is a way of building […]

Read More →

Your security tools all speak different languages. SARIF makes them speak one. Table of Contents The Problem Picture a typical engineering team. They run a linter for code style, a SAST tool for security bugs, a secrets scanner, a container scanner, and maybe an infrastructure-as-code checker. Five tools. Five output formats. One tool spits out […]

Read More →