Every developer eventually hits the same wall: the code compiles, it runs, and it produces the wrong answer — or crashes — and staring at the source code isn’t enough to figure out why. The instinct most beginners reach for is sprinkling print statements everywhere and re-running the program over and over, hoping to narrow down where … Read more
If you’ve moved your .NET work into an AI-native code editor like Cursor over the last year or two, you’ve probably run into the same wall: the editor is great for writing and refactoring code with an AI assistant sitting next to you, but the moment something breaks, you’re stuck reading print statements instead of … Read more
Open a modern AI coding tool today and you’ll often see a dropdown you didn’t have to think about a year ago: a list of two or three model names, sometimes with a note like “best for complex tasks” or “fastest.” Pick the wrong one, and you either wait too long for a simple question … Read more
Millions of developers open GitHub Copilot every day without thinking much about which AI model is actually answering them. That changed again this week. On July 9, 2026, GitHub confirmed that OpenAI’s GPT-5.6 family — three separate models named Sol, Terra, and Luna — is now available inside Copilot, giving developers an explicit choice between … Read more
Introduction In June 2026, Vercel ran two Ship events — London on June 17, New York City on June 30 — and the core message of both was the same: software deployment has structurally changed. Six months ago, fewer than 3% of Vercel deployments were triggered by coding agents. As of the NYC event, that … Read more
Introduction Most AI application tutorials fall into one of two categories: Python notebooks that stop at the demo, or raw fetch calls to an LLM API that stop before streaming works. Neither is where production JavaScript applications live. The Vercel AI SDK is a TypeScript library that handles the gap between a raw LLM API … Read more
On June 16, 2026, SpaceX acquired Cursor for $60 billion — the largest transaction in the history of AI developer tools, and arguably the most consequential shift in the competitive landscape since GitHub Copilot launched in 2021. Most coverage focused on the deal price and SpaceX’s newly IPO’d war chest. That misses the more important … Read more
Introduction AI models like Claude, GPT, and Gemini are powerful on their own. But on their own, they are also isolated. They cannot read your files. They cannot query your database. They cannot call your internal APIs. They can only work with what you paste into the chat window. This is a serious limitation for … Read more