Tutorials

You asked for it and you got the answer, very helpfull information / Tips you are getting, beside the /diff, but it good to be reminded on what you can do better, learning is the key here

That's a very strong feature, that can improve you agent in the repo you are working in, and also for you going forward..... and a reminder: Planning is everything, get the information out of your head and in to the agent knowlegede

Here is a structured, high‑quality set of prompt samples specifically designed for testing AI‑coder apps like Copilot, Cursor, Claude Code, Windsurf, Kiro, Gemini Code Assist, etc. These prompts are crafted to expose differences in: - multi‑file reasoning - refactoring quality - architecture planning - debugging - agentic workflows - spec‑driven development - UI generation - API design - database modeling They are ideal for benchmarking how well each tool performs in real development scenarios.

https://www.youtube.com/watch?v=6K5UW594BUc&list=LL&index=2&t=89s&pp=iAQBsAgC

The video compares Ralph loops with GitHub Copilot CLI’s Autopilot + Fleet mode to see which approach does a better job porting a real application. The creator walks through how each method works, runs both on the same PRD, and then compares the final results. https://www.youtube.com/watch?v=6K5UW594BUc&list=LL&index=2&t=89s&pp=iAQBsAgC

The new **shadcn/ui Theme Generator** makes it easier than ever to create a polished, consistent design system for your project. Once you’ve generated your theme on the website, the next step is bringing it into your codebase. These are the core commands you’ll use to set everything up. ---

Most developers love the flexibility of shadcn/ui, but let’s be honest—many projects end up looking the same. Or worse: mismatched colors, awkward font pairings, and dark modes that feel like an afterthought. The components are great, but the theming often isn’t. The new shadcn/ui Theme Generator changes that completely. It gives you a professional, consistent design system in seconds—no design degree required. This post breaks down what the tool does, why it matters, and how it solves one of the biggest problems in modern UI development. good Youtube on this subject https://www.youtube.com/watch?v=m-gIqQTHcAY&list=WL&index=1

Modern AI applications demand fast rendering, scalable APIs, and efficient data pipelines. With Next.js 15, React 19, and today’s AI‑native tooling, developers can build production‑grade AI systems faster than ever. This guide walks through the core technologies, architectural patterns, and updated Next.js 15 features that matter when building real AI applications.