- Full Stack Focus
- Posts
- 😵💫 The Biggest LLM Mistake
😵💫 The Biggest LLM Mistake
and developer roadmaps
Hey there.
Here’s everything you need to know this week in the world of full-stack development.
Programming
😵💫 Hallucinations in code are the least dangerous form of LLM mistakes
LLM hallucinations in code, like made-up methods or libraries, are frustrating, but they’re actually the least dangerous issue. The real problem? Subtle mistakes that don’t trigger compiler or interpreter errors but still introduce hidden bugs. These errors can slip through undetected, leading to faulty logic, security risks, or unexpected behavior.
🤔 Why Imposter Syndrome Never Really Leaves Developers
"Code, Sweat, and Tears: Why Imposter Syndrome Never Really Leaves Developers" by Terrance Craddock explores why many developers constantly feel like frauds. As technology evolves, the goalposts keep shifting, making it hard to feel truly competent. The article dives into strategies for overcoming self-doubt and embracing growth in a fast-moving industry.
🎮️ This game will teach you Git
Learning Git can be a pain, so Jacob Stopak created Devlands, a platform designed to make Git more accessible and intuitive for everyone. Whether you're a beginner or just looking for a smoother experience, Devlands aims to simplify the process and take the frustration out of version control.
🗺️ Developer Roadmaps for Every Tech
Whether you're into backend, frontend, full stack, DevOps, or data analytics, this site has roadmaps for nearly every tech field. It lays out clear learning paths, helping you navigate the skills and tools you need to master your chosen domain.
Frontend Focus
❌ Why we ditched Next.js and never looked back
The Northflank team recently wrote about why they ditched Next.js, and never looked back. Despite Next.js being a solid choice for marketing and documentation sites, they ran into major challenges even in those ideal use cases.
🤣 TypeScript types can run DOOM
Michigan TypeScript pulled off something wild, they got the Doom engine running purely in TypeScript types. Yes, really. They’re dropping two videos: one on why they did it (storytime) and another on how they pulled it off (technical deep-dive). Check out the first video!
📕 React.js Performance Guide
If you want to improve your React app’s performance, this guide covers the fundamentals, key tools, and optimization strategies. Faster apps boost user experience, conversion rates, and SEO, while also making scaling easier and reducing costs. Users expect speed, and search engines reward it. The guide also breaks down eight common React performance issues, and how to fix them.