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Muneeb ur Rehman

@muneebdev.bsky.social
25 followers 35 following 101 posts

Full-Stack Web Developer & Software Engineering student. Building web apps with Next.js, React, Node, and MongoDB. Sharing code, UI patterns, and the real-world build journey. 💻✨

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Muneeb ur Rehman @muneebdev.bsky.social · 15/09/2026
Learning is great, but if you never build with what you learn, it won’t take you very far. Learning helps you understand something, but until you actually put it to work, it’s almost like you never learned it in the first place. Learn → Build → Apply → Repeat.
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Muneeb ur Rehman @muneebdev.bsky.social · 13/09/2026
Knowing Next.js isn’t enough to become a better developer. After building projects, I realized I needed to understand more than frameworks. So I started learning system design to build more scalable, optimized applications. What’s one skill developers should learn beyond coding? 👇
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Muneeb ur Rehman @muneebdev.bsky.social · 13/09/2026
AI has increased competition and reduced some jobs. But I love that we no longer have to spend hours memorizing syntax or searching Stack Overflow for bug fixes. Now we can focus on what matters more: building, problem-solving, and making better decisions.
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Muneeb ur Rehman @muneebdev.bsky.social · 12/09/2026
I genuinely don’t understand why people dislike Gemini so much. 🤔 Is there a solid reason behind the criticism, or has it just become a trend? What’s your take?
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Muneeb ur Rehman @muneebdev.bsky.social · 12/09/2026
🔥 If you’re learning to code, these 5 languages are everywhere in tech. ⚡ JavaScript → Web & Full-Stack 🐍 Python → AI/ML & Data Science 🗄️ SQL → Databases & Data ☕ Java → Enterprise & Backend 🎮 C# → .NET & Game Development Different languages. Different strengths. Which one do you use the most?
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Muneeb ur Rehman @muneebdev.bsky.social · 11/09/2026
Just learned MongoDB Aggregation! 🚀 Before this, I’d fetch a user’s purchases, loop through them, and calculate the total in Node.js. Now MongoDB handles the filtering and calculations with aggregation pipelines. Small concept, but a useful addition to my backend toolkit. 💻
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Muneeb ur Rehman @muneebdev.bsky.social · 10/09/2026
Web apps or desktop apps for AI? 👀 Google just launched the Gemini app for Windows. 🪟 But honestly, it doesn’t matter much to me. I use AI through web apps because switching between tabs feels easier than jumping between apps. What do you prefer: AI websites 🌐 or desktop apps? 💻
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Muneeb ur Rehman @muneebdev.bsky.social · 09/09/2026
Meta just shipped Muse. 🤖 An AI agent that can send emails, book travel, make payments, and even sell a car for you. Available in the US on iOS, Android, web, and WhatsApp, powered by Muse Spark 1.3. We’re moving from chatbots to “do-bots.” What are your thoughts on this AI?
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Muneeb ur Rehman @muneebdev.bsky.social · 08/09/2026
AGI era or caution era? 🤔 OpenAI calls GPT-6 “Astra” a leap toward AGI, while Jensen Huang says AGI is already here. Meanwhile, OpenAI’s top scientist warns AI may be moving faster than we can control. Are we moving too fast? Follow for more AI updates. 🤖
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Muneeb ur Rehman @muneebdev.bsky.social · 08/09/2026
Which AI should you use for what? Coding & Writing Nuance → Claude Deep Multi-Step Reasoning & STEM → ChatGPT Giant Documents, Long Videos & Multimodal → Gemini Current Web Search & Sourced Answers → Perplexity Studying Your Notes & Uploads → NotebookLM Save for later. 🔖
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Muneeb ur Rehman @muneebdev.bsky.social · 05/09/2026
Google just made AI music generation even more interesting. Lyria 3.5 is now available in Gemini, with more expressive vocals and richer arrangements. Choose your genre, vocal or instrumental style, and track length. AI-generated music is getting seriously good. 🎵 Try it: gemini.google.com
gemini.google.com
‎Google Gemini
Meet Gemini, Google’s AI assistant. Get help with writing, planning, brainstorming, and more. Experience the power of generative AI.
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Muneeb ur Rehman @muneebdev.bsky.social · 04/09/2026
Nvidia is buying Hugging Face for $12.9B Hugging Face has 18M+ developers, 3M+ models, and 500K+ datasets. Nvidia already dominates AI compute and is moving deeper into the developer ecosystem. The AI race is becoming less about models alone and more about owning the infrastructure around them.
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Muneeb ur Rehman @muneebdev.bsky.social · 04/09/2026
Companies have a strong incentive to make their LLMs look better on benchmarks. Sometimes, how models are trained or evaluated can make those scores look better than what you see in real-world use. A benchmark shows how well a model performs on a test, not how capable it is in the real world.
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Muneeb ur Rehman @muneebdev.bsky.social · 03/09/2026
Just launched PocketCap — a simple, clean personal finance tracker. Allocate income across custom category wallets. Track subscriptions & renewal dates. Set and hit visual savings goals. Built with Next.js & MongoDB. Try it out: pocketcap.vercel.app
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Muneeb ur Rehman @muneebdev.bsky.social · 02/09/2026
Things you stop caring about as you become a better developer: • Memorizing every bit of syntax • Chasing every new framework • Writing unnecessary code • Building everything from scratch • Making code look “impressive” **You stop trying to look good and start being one.**
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Muneeb ur Rehman @muneebdev.bsky.social · 31/08/2026
What separates a good developer from a great developer? It’s not how much code you can write. It’s how well you understand problems, make decisions, find solutions, and adapt when things go wrong. Writing code is just one part of being a developer.
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Muneeb ur Rehman @muneebdev.bsky.social · 31/08/2026
“Using AI will make you forget how to code.” I don’t really buy that. AI can help you write better code and explore different ways to solve a problem. You just need to understand the code—you don’t have to memorize every line. Do you think developers still need to memorize code in the AI era?
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Muneeb ur Rehman @muneebdev.bsky.social · 30/08/2026
Thought I was finally done with my project. 😭 Finished the major features a week ago, but I’m still fixing UI issues, backend bugs, and random feature problems. That final 10% really takes forever. 😂 What’s your longest “I’m almost done” phase? 👀
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Muneeb ur Rehman @muneebdev.bsky.social · 29/08/2026
OpenAI is ending Cursor’s direct access to its models. Following Cursor’s acquisition by SpaceX, OpenAI says it will cut off direct model access on November 12, 2026. Things are getting interesting in the AI coding space.
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Muneeb ur Rehman @muneebdev.bsky.social · 28/08/2026
Building with the X API just got a little easier. Keeping track of apps, API credits, and usage could get a bit annoying. The new Developer Console puts everything in one place, so managing it is much simpler. Have you tried it yet?
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Muneeb ur Rehman @muneebdev.bsky.social · 28/08/2026
Cursor is slowly becoming an all-in-one platform for developers. 👀 With its new Origin code-hosting platform, you can now create repositories, manage pull requests, browse code, and sync with GitHub—all inside Cursor.
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Muneeb ur Rehman @muneebdev.bsky.social · 27/08/2026
Just completed the major features of my latest project. 🚀 Now comes the fun part: fixing all those small UI and functionality bugs. 😭 Spent the whole day fixing tiny issues, and somehow there’s still more to fix.
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Muneeb ur Rehman @muneebdev.bsky.social · 26/08/2026
People think AI has made everyone a developer. But give 5 construction workers to a random person and to an experienced builder. Who’s building the better house? Same with AI. A developer knows how to use it properly. Without the fundamentals, you’ll probably end up with slop.
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Muneeb ur Rehman @muneebdev.bsky.social · 26/08/2026
Happy 35th anniversary, Linux! 🐧🎉 35 years ago, Linus Torvalds shared what started as a small personal project. Today, Linux runs servers, cloud infrastructure, supercomputers, and much of the internet. 35 years later, and it’s still going strong. 🚀
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Muneeb ur Rehman @muneebdev.bsky.social · 25/08/2026
Making a website responsive is a pain sometimes. 😭 Adding sm:, md:, and lg: classes for text, padding, margins, and layouts over and over gets exhausting. I faced this a lot in my project, but AI has made these repetitive tasks way less painful. Anyone else feel the same? 👀
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Muneeb ur Rehman @muneebdev.bsky.social · 25/08/2026
Some of the biggest areas in software development 🌐 🥇 Web Development 🥈 Mobile Development 🥉 Data / AI / ML 4️⃣ Game Development 5️⃣ Embedded / IoT Web development is one of the largest areas, with frontend, backend, and full-stack roles covering a huge part of the industry.
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Muneeb ur Rehman @muneebdev.bsky.social · 24/08/2026
Your backend shouldn’t trust the data it receives. 👀 That’s where Zod comes in. Instead of manually checking every request, Zod lets you define a schema and validate incoming data before your application touches it. Less boilerplate, fewer unexpected bugs, and much safer APIs. Do you use Zod?
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Muneeb ur Rehman @muneebdev.bsky.social · 24/08/2026
When does an app actually become “vibe coded”? 👀 How much AI-generated code does a product need before you’d consider it a vibe-coded app?
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Muneeb ur Rehman @muneebdev.bsky.social · 23/08/2026
A simple roadmap to becoming a web developer 🚀 1. HTML + CSS 2. JavaScript 3. Git + GitHub 4. Backend + APIs 5. Databases 6. Authentication + Security 7. React 8. Next.js 9. Testing + Deployment 10. Build real projects Don’t just learn the stack. Learn how to build, debug, secure, and ship.
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Muneeb ur Rehman @muneebdev.bsky.social · 23/08/2026
What’s one coding habit you wish you had stopped earlier? 👀 For me, it was spending way too much time memorizing syntax instead of understanding the concepts behind it.
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Muneeb ur Rehman @muneebdev.bsky.social · 22/08/2026
Just added a PIE CHART to my project dashboard 📊 Now the data doesn’t just sit there—it actually tells the story visually. 🚀
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Muneeb ur Rehman @muneebdev.bsky.social · 22/08/2026
A lot of people watch tutorials and learn the concepts, but don't put them into practice. Tutorials can make you feel productive without really improving your skills. Build something, break it, debug it, and figure out why it works. That’s where the real learning happens.
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Muneeb ur Rehman @muneebdev.bsky.social · 21/08/2026
VS Code offering discount on AI model 🤖
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Muneeb ur Rehman @muneebdev.bsky.social · 21/08/2026
I’m about 70% done with my current finance management web app. Once I finish it, I’m planning to build a SaaS.
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Muneeb ur Rehman @muneebdev.bsky.social · 21/08/2026
AI-assisted development isn’t a niche anymore. Developers using or planning to use AI: 2023 → 70% 2024 → 76% 2025 → 84% The trend speaks for itself. Source: Stack Overflow Developer Survey In what year do you think this graph will reach 100%?
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Muneeb ur Rehman @muneebdev.bsky.social · 20/08/2026
I almost wrote a completely useless API call today. 😅 ​My Next.js Zustand state kept wiping on refresh, and I was about to build a new fetch route to recover it. ​Then I found persist. It auto-saves your store to localStorage so data survives refreshes instantly. Zero backend calls needed! 🚀
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Muneeb ur Rehman @muneebdev.bsky.social · 20/08/2026
🚀 Cursor is becoming more than a code editor. Cursor launched Origin, bringing code hosting, repositories, and pull requests into its AI-powered workflow. The bigger shift: AI coding tools are evolving into complete development platforms, not just code editors.
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Muneeb ur Rehman @muneebdev.bsky.social · 20/08/2026
5-Word AI Prompting Framework: TCRIE (Thoughtfully Create Really Excellent Input) Task: What you want AI to do. Context: Relevant background information. References: Text, files, or examples. Evaluate: Check the output against your criteria. Iterate: Refine and improve the result.
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Muneeb ur Rehman @muneebdev.bsky.social · 19/08/2026
🚀 AI coding tools are becoming full development platforms. The cursor is moving into code hosting with Origin, bringing repos and PRs closer to the AI coding workflow. The future may be less about separate tools and more about one AI-native development environment.
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Muneeb ur Rehman @muneebdev.bsky.social · 19/08/2026
🤖 AI coding is moving beyond “which model is best?” Different tasks need different strengths, and GitHub Copilot is embracing model choice. The future isn’t one perfect model—it’s knowing which model fits the job. The best AI developer knows when to switch.
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Muneeb ur Rehman @muneebdev.bsky.social · 19/08/2026
Next.js + TypeScript + PostgreSQL + Prisma + Tailwind. The problem isn’t the stack—it’s spending weeks deciding instead of building. I’d pick a stack I’m productive with and stick with it until shipping. Less context switching, faster iteration. What’s your one-stack setup? 👀
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Muneeb ur Rehman @muneebdev.bsky.social · 18/08/2026
⚔️ Imagine being stuck with ONE code editor for the next year. No switching between VS Code, Cursor, Zed, or anything else. 😭 The challenge? Picking the one that keeps your workflow fast without missing the features you rely on. I’d probably stick with VS Code. What’s your pick? 👇
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Muneeb ur Rehman @muneebdev.bsky.social · 18/08/2026
🐛 The first computer “bug” was literally a bug. But the term wasn’t invented because of the moth. Engineers were already using “bug” for technical problems before 1947. The moth just became the most famous example, taped into the Harvard Mark II logbook. Did you know this? 👇
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Muneeb ur Rehman @muneebdev.bsky.social · 18/08/2026
Adding one new feature shouldn't feel like rewriting half your backend. 😵‍💫 One new element can mean updating multiple models, APIs, and related entities. Good architecture makes these changes much easier to manage. How do you handle this in your projects? 👇
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Muneeb ur Rehman @muneebdev.bsky.social · 18/08/2026
If you could only use 3 developer tools, which ones would survive? With hundreds of tools, extensions, and apps competing for our attention, choosing just 3 is harder than it sounds. For me, it’d be: ⚡ VS Code 🌐 Chrome DevTools 🤖 Gemini Pro What are your 3? Drop them in the comments 👇
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Muneeb ur Rehman @muneebdev.bsky.social · 18/08/2026
Mobile development is becoming more seamless. Being able to control Android & iOS apps directly from VS Code means less context switching and a smoother development workflow.
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Muneeb ur Rehman @muneebdev.bsky.social · 17/08/2026
🤖 If AI can write most of the code, what should developers focus on learning? AI can now generate, debug, and refactor code, making syntax less important than understanding the concepts. Should we focus more on problem-solving, system design or something else? What would you prioritize? 👇
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Muneeb ur Rehman @muneebdev.bsky.social · 17/08/2026
💡 Think coding is mostly about writing code? A big part of development is actually reading, debugging, and maintaining existing code. Knowing how to understand code is just as important as knowing how to write it. What do you think? 👀 #Coding
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Muneeb ur Rehman @muneebdev.bsky.social · 17/08/2026
Working on the backend of my project, and the bugs keep coming. 😅 With multiple models connected, changing one feature can affect several others, making backend development quite challenging. But every bug I solve teaches me something new. What’s been the toughest part of building your project? 👀
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Muneeb ur Rehman @muneebdev.bsky.social · 17/08/2026
AI is learning by doing. 🤖 Companies are building simulated environments where AI agents can work, make mistakes, and improve. From knowing information → **to learning workflows.** Excited to see where this goes. #AI
A dark-themed five-step development workflow infographic showing research, development, testing, optimization, and deployment, illustrated with coding, bug-fixing, analytics, and rocket-launch icons.
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