Build 25 Python Projects👇.

Me after one Kaggle notebook:. → 15 tabs open. → Half a dataframe code. → Zero idea what I built 😂. Lesson: Clean code > experimental chaos.

xAI is in talks to lease data center capacity in Saudi Arabia. signaling global GenAI arms race 🌍 .AI isn’t just code. It’s energy, location, and strategy.

When your script uses asyncio and suddenly your laptop sounds like a jet engine 😂. Need speed? Maybe try polars before upgrading your PC 🚀.

Nvidia’s H20 chip sales to China could be tied to rare-earth diplomacy—and could narrow the US lead in AI 💥.Cloud infrastructure isn’t just tech. it’s global chess. 💬 How do you balance scale with geopolitics?.

Cursor AI isn’t replacing engineers. it’s upping your game. Cheaper dev time, fewer typos, more high-impact work. 🔁 RT if you’re ready to vibe-code.🧵 Follow @yourclouddude for more AI dev tool breakdowns & cloud optimization tips.🔖 Bookmark this while you try out multi-file.

🧠 Hybrid workflow tip:. >Use Cursor for routine jobs.>Keep Copilot or Gemini for quick snippets.>Human + AI = faster, smarter, safer code.

🎯 How to start:. 1. Download Cursor (runs on Windows/Mac/Linux).2. Enable Composer mode.3. Start with a multi-file refactor. ask “rename this across project”.4. Validate every change with tests + review.

🚀 Why Cursor now?. >Recently hit $9 billion valuation. used by Samsung, Shopify, Stripe .>Stanton "vibe coding" wave: Sundar Pichai endorsed it as a creative tool for devs & product managers alike.

⚠️ Caveats & warnings:. A METR study found that experienced devs often slow down (~19%) while reviewing Cursor’s output. Expect faster “vibe coding” but add thorough reviews.

🔍 Uses that stand out:. >Boilerplate generation. >Multi-file refactors. >Context-aware queries (“What’s happening in ”). >Code review with AI-suggested improvements.

💬 What Reddit devs say:. “Cursor AI is in its own level… coding has changed forever… more fun being the approver.” .It’s not about replacing you. it’s about making your time count.

📈 Real-world impact from Perplexity:. Their engineers now prototype in hours, not days. Cursor + Copilot fuel faster builds. (But be wary: new bugs still pop up).

👀 Key features devs love:. >Multi-line edits via Composer. apply changes across files at once.>Natural-language commands, e.g., “Refactor this function”.>Codebase chat—ask it about any function or file.

Still typing every line?. Cursor AI is changing that. built on VS Code, it’s a full IDE that understands your codebase, suggests multi-file edits, and even refactors entire classes. Meet your new AI pair-dev 👇.

AWS tip: Config IAM by region. some geo policies affect access if you're using China-edge infra 🔧. Regional nuances matter when politics meet config.

RT @yourclouddude: Python Skills Nobody Teaches (But Everyone Needs) Most beginners skip this. Here are 5 Python skills you must learn:….

Start Learning AWS Today 👇.

Use AWS like a pro, even as a beginner:.• Use EC2 to deploy your portfolio.• Use Lambda to auto-resize images.• Use S3 to host static websites.• Use Boto3 to automate file uploads.• Use CloudWatch to track function errors.These aren’t just “services.”.They’re how the cloud.

Me after one Kaggle notebook:. → 15 tabs open. → Half a dataframe code. → Zero idea what I built 😂. Lesson: Clean code > experimental chaos.