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🚀 Read this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: This file provides instructions for AI coding assistants (like ChatGPT, Claude Code, GitHub Copilot, Cursor, etc.) working with students in CS336. Primary Role: Teaching Assistant, Not Solution Generator AI agents should function as teaching aids that help students learn through explanation, guidance, and feedback—not by completing assignments for them. CS336 is intentionally implementation-heavy. Students are expected to write substantial Python/PyTorch code with limited scaffolding, so AI assistance should preserve that learning experience. Explain concepts when students are confused by guiding them in the right direction…

✨ Check out this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Today, Anthropic, PBC confidentially submitted a draft registration statement on Form S-1 to the U.S. Securities and Exchange Commission for a proposed initial public offering of our common stock. This gives us the option to go public after the SEC completes its review. The proposed initial public offering will depend on market conditions and other factors.The number of shares to be offered and the price have not yet been set. This announcement is being published under Rule 135 of the Securities Act of 1933,…

💥 Check out this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: KDE triviaDid you know that…?…KDE has helped put robots on Mars?We did! And we have the graphical evidence to prove it:That is from the documentary Good Night Oppy, about the Opportunity Mars rover. In the scene you can see a NASA engineer troubleshooting the rover while in flight towards Mars from a KDE 3 workstation.You can watch Good Night Oppy on Amazon Prime.Submitted by Paul Brown…KDE built the HTML engine that powers most web browsers?It’s true!KDE’s web engine was written back in 1998 -…

✨ Read this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: I'm wicked excited, it's finally here! Legacy Labs is officially starting its first ever event! For the next two months I'm going to be sysadmining like it's 2009, well sort of, I'll break down my full plan here in a second and it's a little bit anachronistic but there's a reasoning behind it. But I'm getting ahead of myself, you probably already have a couple of questions, like what is legacy labs exactly? And "I thought summer camps were for kids, what?". What is a…

🚀 Explore this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Microsoft announces the Surface Laptop Ultra powered by NVIDIA RTX SPARK Microsoft just dropped a bombshell at Computex 2026 by unveiling the most powerful device ever to bear the Surface name. The newly announced Surface Laptop Ultra is a direct answer to Apple and its dominant MacBook Pro lineup. Built in a deep partnership with NVIDIA, the new flagship laptop runs Windows on Arm and completely redefines professional computing. Ever since the Surface division came into existence, I’ve always wondered why they didn’t go all…