I was working on a project that was built using JavaScript. Everything was going fine at first. But when the project reached its final stage and I started using JavaScript more heavily—pushing it closer to its limits—problems began to appear. At this stage, the application gradually became laggy and started hanging over time, especially when machine-level or low-level heavy processing was required. I tried various optimization techniques and did a lot of research, but I didn’t get any significant performance improvement. That’s when I realized the issue wasn’t just with the code—it was actually a language-level limitation. One of the biggest reasons is that JavaScript is fundamentally single-threaded. This model works very well for I/O-bound and event-driven applications, but when it comes to CPU-intensive tasks, it becomes a bottleneck for the system. While working on this project, I saw firsthand that even a short block on the main thread could slow down the entire system, freeze the UI, and ruin overall responsiveness. Although JavaScript provides abstractions like async/await, promises, and even worker threads, they still can’t fully overcome the core limitation of the main execution thread. When you try to perform low-level or machine-oriented tasks using JavaScript, the runtime cannot effectively utilize multiple CPU cores. From this experience, I clearly understood that for building low-level, high-performance systems, languages like Rust or C++ are far more suitable. These languages offer true multithreading, fine-grained memory control, and predictable performance—qualities that are critical for system-level work. JavaScript is undoubtedly a very powerful language and works excellently in many areas, especially for web and I/O-heavy applications. But after working on this project, I’ve seen its limitations with my own eyes—JavaScript is not a solution for every problem. Choosing the right tool for the right problem is what matters most. #javascript #engineering #coding
JavaScript Limitations in CPU-Intensive Tasks
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So, keywords are a big deal in JavaScript. They're like the secret language that JavaScript uses to get things done. You can't just use them for anything, or it's like trying to sit at a table that's already reserved for someone else - it's just not gonna work. Think about it, when you're coding, you're basically giving the computer a set of instructions, and keywords are like the commands that make it all happen. For instance, you useconst to create a constant value, like a fixed price that never changes - it's like setting a price tag that says "this is what it costs, no negotiations." And then there's "let", which creates a variable, like a price that can fluctuate based on demand - it's like a price tag that says "make an offer." And don't even get me started on decision making - that's where "if" and "else" come in, like a flowchart that helps the computer figure out what to do next. It's like, "if it's sunny, then go to the beach, else stay home and watch Netflix." Some other key keywords to keep in mind: - "function" creates a block of code that can be used again and again, like a recipe that you can follow to make your favorite dish. - "return" gives the result of a function, like the final answer to a math problem. The thing is, these keywords can be a bit tricky to use, and they can behave differently in different situations - it's like trying to navigate a maze, you gotta know the right turns to take. So, use them carefully, and make sure you understand how they work. Check out this article for more info: https://lnkd.in/d4s9vnnv #JavaScript #Coding #WebDevelopment
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Today I explored one of the most powerful combinations in JavaScript: setTimeout() and Closures. I always knew about them, but now I truly understand how crucial they are in building asynchronous and dynamic applications. setTimeout() is not just a delay function. It shows how JavaScript handles: Asynchronous execution The event loop Non-blocking behavior Closures explain how functions remember their surrounding scope, even after execution is completed. When combined with setTimeout(), they form the foundation of many real-world features like timers, animations, background tasks, and delayed API calls. Example: function greet() { let name = "JavaScript"; setTimeout(function () { console.log(name); }, 2000); } greet(); Even after greet() finishes execution, the inner function still remembers name. That is the power of closure. Advantages: Enables asynchronous and non-blocking operations Makes delayed execution simple and effective Closures allow data privacy and memory persistence Essential for real-time features, animations, and background jobs Forms the backbone of callbacks and async programming Disadvantages / Cautions: Overuse of closures can increase memory usage Poor handling can lead to memory leaks Complex nested callbacks reduce readability Debugging asynchronous code requires strong fundamentals 💡 Key takeaway: setTimeout() shows when code runs. Closures decide what data that code can access. Together, they demonstrate how JavaScript manages time, memory, and execution context. Understanding this moves JavaScript from simple scripting to real engineering. This session helped me understand how asynchronous programming truly works internally and why closures are one of the most important concepts in JavaScript. #JavaScript #SetTimeout #Closures #AsyncProgramming #EventLoop #WebDevelopment #FrontendDevelopment #LearningJourney Write a JavaScript program that prints numbers from 1 to 5, where each number is printed after a delay equal to its value in seconds. Also, mention the expected output in the comment section.
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JavaScript Interesting Fact - Functions Are Objects ! In JavaScript, Functions are not just blocks of code - they are objects stored in memory. This means a function can have its own properties, can be assigned to variables, passed as arguments, and even returned from other functions. In the given example, a normal function is created and then a custom property is attached to it. when the function is called, it executes its logic, and when the property is accessed, it behaves just like an object property. This clearly shows that JavaScript treats functions as first-class objects. This concept play a crucial role in many core JavaScript features such as callbacks, higher-order functions, event handling, and modern frameworks like React. Understanding this behavior helps developers write more flexible, reusable, and powerful code. Key Takeaway ! In JavaScript, a function is both executable code and an object in memory. Mastering this concept makes advanced JavaScript patterns easier to understand and apply. GFG connect post link: https://lnkd.in/duMHbS8Z #JavaScript #WebDevelopment #Programming #FirstClassFunctions #SoftwareDevelopment #Coding #Tech #Developer #LearnJavaScript #ProgrammingConcepts
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🚀 Stop Guessing How JavaScript Works: The Event Loop Explained Ever wondered why JavaScript is "single-threaded" but can still handle thousands of concurrent tasks without breaking a sweat? The secret isn't magic; it's the Event Loop. 🎡 If you want to master asynchronous programming, you have to understand how these four pieces play together: 1. The Call Stack 📚 This is where the engine tracks what function is currently running. It’s a LIFO (Last In, First Out) structure. If the stack is busy, nothing else happens. 2. Web APIs 🌐 When you call a setTimeout, a fetch request, or a DOM event, JavaScript "hands off" these tasks to the browser (or Node.js). This keeps the main thread free. 3. The Callback Queue (Task Queue) 📥 Once a Web API finishes its job, the callback (the code you want to run) moves here to wait for its turn. 4. The Event Loop 🔄 The "Gatekeeper." It has one simple job: Look at the Call Stack. If the Stack is empty, take the first task from the Queue and push it onto the Stack. 💡 Why does this matter? Have you ever seen a UI freeze during a heavy calculation? That’s because the Call Stack is clogged, and the Event Loop can't push the "render" or "click" tasks from the queue. Pro Tip: Always remember that Microtasks (like Promises) have a "VIP pass." They get executed before the standard Macrotasks (like setTimeout), even if the timer has already expired! #JavaScript #WebDevelopment #ProgrammingTips #Frontend #SoftwareEngineering #EventLoop
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Understanding JavaScript internals completely changed the way I write and think deeply about how it works, which has given me confidence. 🚀 How Objects Work Behind the Scenes in JavaScript In JavaScript, objects are not stored directly in variables the way primitive values are. 👉 Objects(body) live in Heap Memory, and variables only store a reference (address) to that object. What does this mean in practice? When you assign an object to another variable, the reference is copied, not the object itself When you pass an object to a function, the function receives the same reference Any change made using one reference affects the original object let user1 = { name: "Alex" }; let user2 = user1; user2.name = "John"; console.log(user1.name); // John Both variables point to the same memory location in the heap. 🧠 Key Insight: JavaScript objects follow pass-by-reference behavior (reference copy), which is why unintended mutations can happen if we’re not careful. Understanding this concept helped me clearly see: Why shallow copy causes issues Why deep copy is sometimes necessary Why objects behave differently from primitives Once you understand the internals, JavaScript stops feeling magical and starts making sense. Go through the diagram, and you will understand better. Thanks to AKA- Anshu Pandey #JavaScript #Objects #MemoryManagement #JSInternals #WebDevelopment #Learning #FrontendDevelopment #WebDevelopment
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Day 14/30 – Cancelable Function with Timeout in JavaScript Challenge ⏳❌ | Async 💻🚀 🧠 Problem: Create a function that: Delays execution of fn by t milliseconds Returns a cancel function (cancelFn) If cancelFn is called before the delay ends → execution is canceled If not canceled → fn runs with the given arguments ✨ What this challenge teaches: Timer management using setTimeout Cancellation patterns in async JavaScript Controlling execution flow — a key skill for real-world apps This concept is used in: ⚡ Debouncing & throttling ⚡ API request cancellation ⚡ User interaction handling ⚡ Performance optimization Example 1: Input: fn = (x) => x * 5, args = [2], t = 20 Output: [{"time": 20, "returned": 10}] Explanation: const cancelTimeMs = 50; const cancelFn = cancellable((x) => x * 5, [2], 20); setTimeout(cancelFn, cancelTimeMs); The cancellation was scheduled to occur after a delay of cancelTimeMs (50ms), which happened after the execution of fn(2) at 20ms. Constraints: fn is a function args is a valid JSON array 1 <= args.length <= 10 20 <= t <= 1000 10 <= cancelTimeMs <= 1000 💬 Where would you use cancelable logic in a real project? #JavaScript #30DaysOfJavaScript #CodingChallenge #AsyncJavaScript #Closures #JSLogic #LeetCode #WebDevelopment #LearnToCode #CodeEveryday #DeveloperJourney #Programming #TechCommunity JavaScript cancelable function setTimeout cancel execution Async function cancellation JS JavaScript debounce logic LeetCode JavaScript solution JS interview questions Advanced JavaScript concepts Daily coding challenge
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🧠 Most JavaScript devs argue over this — and that’s the point 👀 (Even seniors don’t agree immediately) No frameworks. No libraries. Just how JavaScript actually schedules work. 🧩 Output-Based Question (Event Loop: microtasks vs macrotasks) console.log("A"); setTimeout(() => { console.log("B"); }, 0); Promise.resolve().then(() => { console.log("C"); }); queueMicrotask(() => { console.log("D"); }); console.log("E"); ❓ What will be printed — in the correct order? ❌ Don’t run the code 🧠 Think like the JavaScript engine A. A → E → C → D → B B. A → C → D → E → B C. A → E → D → C → B D. A → E → C → B → D 👇 Drop ONE option only (no explanations yet 😄) Why this matters Most developers know: Promises run before setTimeout But many don’t know: queueMicrotask runs before .then Console order ≠ execution intuition One wrong assumption = flaky UI or race bugs When fundamentals aren’t clear: async bugs feel random production issues are hard to reproduce debugging becomes guesswork Strong JavaScript developers don’t memorize outputs. They understand why the engine schedules work this way. 💡 I’ll pin the full breakdown after a few answers. #JavaScript #EventLoop #AsyncJavaScript #JSFundamentals #WebDevelopment #FrontendDeveloper #FullStackDeveloper #CodingInterview #DevCommunity #VibeCode
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Why does JavaScript even have closures? Why not just write simple functions instead of this complex syntax? At first glance, this question may seem dismissive, but it actually delves into a profound topic. A "simple function" typically: - Executes - Returns a value - Loses all local state once it finishes This model works for pure, short-lived logic. However, most JavaScript code is not short-lived. The real problem closures solve is that modern JavaScript requires functions that: - Run later (callbacks, events) - Run repeatedly - Run asynchronously - Still remember what happened before Without closures, a function would forget everything once it exits. Closures allow a function to: - Capture variables from its outer scope - Maintain access to them even after the outer function has returned This is not merely about syntax; it’s about preserving state over time. The idea of “just use globals” is problematic. Without closures, we would have to: - Store state in global variables - Pass state manually everywhere - Rely heavily on classes for simple problems These approaches lead to: - Tight coupling - Hard-to-debug bugs - Code that doesn’t scale Closures provide a clean and safe solution to these issues. Real features built on closures include: - Event listeners - setTimeout / async callbacks - Debounce & throttle - Function factories - State management patterns in frameworks Closures are not optional; they are foundational. The key takeaway is that closures exist because JavaScript needs a way to keep state without resorting to globals or classes. Once this concept is grasped, closures become less about complexity and more about necessity. #JavaScript #Closures #FrontendInterviews #SoftwareEngineering #WebDevelopment #JSConcepts
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Deep Dive into JavaScript Equality: What Reading the Spec Actually Taught Me I just completed Kyle Simpson workshop on the deep Javascript foundation, and it completely reshaped how I think about types and comparisons. Here are the key mental models that clicked for me: 1. === Isn't "Safer", it's just does not allow coercion and returns false if types different. The common narrative is that === is the "safe" operator, but that's misleading. The real difference is simple: === checks types first and returns false if they don't match, while == allows type coercion. Neither is inherently "better" they're tools for different scenarios. 2. Edge Cases Are Built Into the Spec With matching types, === has specific behaviors for NaN (always returns false) and negative zero (returns true when compared to positive zero). These aren't bugs they're intentional design decisions in the ECMAScript spec that you need to understand to write predictable code. 3. Identity vs. Structure Both == and === perform identity comparison for objects, not structural comparison. Two objects with identical properties but different references are NOT equal. This fundamentally changed how I think about object comparison in JavaScript. 4. Type Coercion Isn't the Enemy Kyle's workshop taught me that == with coercion can actually make code more readable when you understand the rules. The key is knowing WHEN to use each operator based on whether you want type coercion or not. The Takeaway: Reading the actual ECMAScript spec (https://lnkd.in/d5Wf76pG) alongside Kyle's teaching gave me a precision in thinking about JavaScript that "best practices" articles never could. Understanding the "why" behind the language design makes you a better engineer. If you're serious about JavaScript, don't just follow rules understand them. Read the spec. Challenge assumptions. Your mental models will thank you. #JavaScript #WebDevelopment #SoftwareEngineering #ContinuousLearning
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Were you trying to test the ability of the language with the project out of curiosity or it was an unexpected lesson?