⚡ Debounce vs Throttle — Deep JavaScript Insight Many developers know the definitions of debounce and throttle, but the real value comes from understanding why they exist and how they affect runtime behavior. Let’s break it down. --- 🔹 The Real Problem: Event Flooding Browser events like: • "scroll" • "resize" • "input" • "mousemove" can fire dozens or even hundreds of times per second. Example: If a user types "hello", the input event fires 5 times. Without optimization: h -> API call he -> API call hel -> API call hell -> API call hello -> API call This causes: ❌ Unnecessary API traffic ❌ Increased server load ❌ UI lag ❌ Wasted CPU cycles This is where event rate-control techniques come in. --- 1️⃣ Debouncing (Event Consolidation) Debouncing ensures the function executes only after the event stops firing for a specified delay. Conceptually: Event → Reset Timer → Reset Timer → Reset Timer → Execute Implementation: function debounce(fn, delay) { let timer; return function (...args) { clearTimeout(timer); timer = setTimeout(() => { fn.apply(this, args); }, delay); }; } Execution flow: User typing → timer resets User stops typing → delay completes Function executes once 📌 Best Use Cases • Search suggestions • Form validation • API calls while typing --- 2️⃣ Throttling (Rate Limiting) Throttle ensures a function runs only once within a fixed time window. Conceptually: Event → Execute → Ignore → Ignore → Execute Implementation: function throttle(fn, limit) { let lastCall = 0; return function (...args) { const now = Date.now(); if (now - lastCall >= limit) { lastCall = now; fn.apply(this, args); } }; } Execution flow: scroll event fires 100 times function runs only every 1000ms 📌 Best Use Cases • Scroll listeners • Infinite scroll • Window resize • Mouse tracking --- 🧠 Engineering Insight The key difference is execution strategy. Technique| Strategy Debounce| Execute after inactivity Throttle| Execute at controlled intervals Another perspective: Debounce → Reduce total executions Throttle → Control execution frequency --- 🚀 Real-World React Insight In React applications: • Debounce prevents unnecessary API calls in search components. • Throttle prevents heavy re-renders during scroll events. This is why libraries like lodash provide built-in implementations. --- 💡 Interview Tip If an interviewer asks: "How do you optimize event-heavy UI interactions?" Mention: ✔ Debouncing ✔ Throttling ✔ requestAnimationFrame (for animation events) --- Small techniques like these dramatically improve performance, scalability, and user experience. #javascript #reactjs #frontend #webperformance #codinginterview
Debounce vs Throttle: Optimizing Event-Heavy UI Interactions
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🚀 Why the "+" Operator Works Differently in JavaScript In JavaScript, arithmetic operators like "+", "-", "*", "/", and "%" are used to perform mathematical operations. However, the "+" operator is special because it can perform two different tasks: 1️⃣ Arithmetic Addition 2️⃣ String Concatenation Let’s understand why this happens. --- 1️⃣ "+" as an Arithmetic Operator When both values are numbers, the "+" operator performs normal addition. Example let a = 10; let b = 5; console.log(a + b); // 15 Here JavaScript clearly sees two numbers, so it performs arithmetic addition. --- 2️⃣ "+" as a Concatenation Operator When one of the values is a string, JavaScript converts the other value to a string and joins them together. This is called string concatenation. Example let text = "Age: "; let age = 25; console.log(text + age); // Age: 25 Here JavaScript converts "25" into a string and joins it with ""Age: "". --- 3️⃣ Why Other Operators Don’t Concatenate Other arithmetic operators like "-", "*", "/", "%" only perform mathematical operations. They do not support string concatenation. Example: console.log("10" - 5); // 5 JavaScript converts ""10"" into a number and performs subtraction. Another example: console.log("10" * 2); // 20 Here ""10"" is converted into a number before multiplication. --- 4️⃣ When Does This Behavior Happen? This behavior happens because of type coercion in JavaScript. JavaScript automatically converts values depending on the operator being used. - If "+" sees a string, it converts everything to string and concatenates. - Other operators convert values to numbers and perform arithmetic operations. Example: console.log(5 + "5"); // "55" console.log(5 - "5"); // 0 --- ✅ Key Takeaway - "+" → Can perform addition and string concatenation - "-", "*", "/", "%" → Always perform numeric operations 💡 Because of JavaScript’s type coercion, the "+" operator behaves differently compared to other arithmetic operators. Understanding this concept helps you avoid unexpected results in JavaScript. #JavaScript #WebDevelopment #Programming #BackendDevelopment #LearnToCode
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🚀 JavaScript Event Loop in Action — Why setTimeout(0) Doesn't Run Immediately I recently experimented with a small JavaScript snippet to understand how blocking code interacts with timers and the event loop. Here is the code: console.log("Script start"); // Timer with 0ms setTimeout(() => { console.log("0ms timer executed"); }, 0); // Timer with 100ms setTimeout(() => { console.log("100ms timer executed"); }, 100); // Timer with 500ms setTimeout(() => { console.log("500ms timer executed"); }, 500); console.log("Starting heavy computation..."); // Blocking loop for (let i = 0; i < 100000000; i++) {} console.log("Heavy computation finished"); console.log("Script end"); 🔎 What we might expect Many developers assume that setTimeout(..., 0) will execute immediately. But that’s not how JavaScript works. ⚙️ Actual Execution Process 1️⃣ Script starts The synchronous code begins executing on the Call Stack. Script start 2️⃣ Timers are registered The setTimeout functions are handed over to the Web APIs environment. They start counting their timers in the background. 0ms timer 100ms timer 500ms timer But none of their callbacks execute yet. 3️⃣ Heavy synchronous computation starts The large for loop runs on the main thread and blocks it. Starting heavy computation... During this time: JavaScript cannot process any other tasks The call stack remains busy Even if timers expire, their callbacks must wait 4️⃣ Timers expire while the loop is running While the loop is still executing: 0ms timer expires 100ms timer expires Possibly even the 500ms timer But they cannot run yet because the call stack is still occupied. 5️⃣ Loop finishes Heavy computation finished Script end Now the Call Stack becomes empty. 6️⃣ Event Loop starts processing queued callbacks The Event Loop checks the Callback Queue and begins executing timers in order. 0ms timer executed 100ms timer executed 500ms timer executed 🧠 Key Takeaways ✔ JavaScript is single-threaded ✔ Long synchronous tasks block the event loop ✔ setTimeout(0) does not run immediately ✔ Timers only execute after the call stack is empty Understanding this behavior is essential for writing efficient asynchronous JavaScript and avoiding performance issues caused by blocking code. Next on my learning journey: exploring microtasks vs macrotasks and how Promises interact with the event loop. Sarthak Sharma Devendra Dhote #JavaScript #WebDevelopment #EventLoop #AsyncProgramming #FrontendDevelopment
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🤔 Ever seen code like const { name: fullName } = user or const [first, ...rest] = arr and thought: “Okay... I kind of know what it does, but why is this so common?” That is destructuring and aliasing in JavaScript. 🧠 JavaScript interview question What is destructuring / aliasing in JavaScript, and how is it useful? ✅ Short answer Destructuring lets you extract values from arrays or objects into variables in a shorter, cleaner way. Aliasing means renaming a destructured property while extracting it. That helps you: write less repetitive code set default values pull only what you need avoid variable name conflicts make function parameters easier to read 🔍 Array destructuring With arrays, destructuring is based on position: const rgb = [255, 200, 100]; const [red, green, blue] = rgb; You can skip items or provide defaults: const coords = [10]; const [x = 0, y = 0, z = 0] = coords; // x = 10, y = 0, z = 0 And you can collect the rest: const numbers = [1, 2, 3, 4, 5]; const [first, ...rest] = numbers; // first = 1, rest = [2, 3, 4, 5] 📦 Object destructuring With objects, destructuring is based on property names, not position: const user = { id: 123, name: "Alice", age: 25 }; const { id, name } = user; You can also set fallback values: const { nickname = "Anon" } = user; 🏷️ What aliasing means Aliasing is just renaming during destructuring: const person = { firstName: "Bob", "last-name": "Smith" }; const { firstName: first, "last-name": last } = person; // first = "Bob", last = "Smith" This is useful when: you already have a variable with the same name the original property name is unclear the property name is not convenient to use directly 🧩 Destructuring in function parameters A very common real-world pattern: function printUser({ name: fullName, age }) { console.log(`${fullName} is ${age} years old.`); } Instead of writing user.name and user.age inside the function, you extract what you need immediately. That makes the function signature more self-explanatory. 🌳 Nested destructuring Destructuring can also go deeper into nested data: const data = { user: { id: 42, preferences: { theme: "dark", languages: ["en", "es", "fr"], }, }, }; const { user: { id: userId, preferences: { theme, languages: [primaryLang, ...otherLangs], }, }, } = data; ⚠️ Common thing people mix up Destructuring extracts values. It does not clone deeply. So if the extracted value is an object or array, you are still dealing with references. 💡 Why it is useful in real projects Cleaner code with less repetition Better defaults when data is missing Easier-to-read function parameters Safer naming with aliasing Very handy when working with API responses, props, and config objects That is why destructuring shows up everywhere in React, Node.js, and modern JavaScript codebases. #javascript #webdevelopment #frontend #reactjs #typescript
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The era of needless frontend tooling is ending. And AI is about to finish the job. CoffeeScript gave JavaScript features it lacked. Then ES6 landed and overnight it was dead. TypeScript gives us types JavaScript doesn't enforce. TC39 is working on native type annotations. The pattern doesn't lie. Meanwhile: → CSS nesting is native in every major browser → Node.js v23.6 strips TypeScript at runtime — it just throws the TypeScript away and runs the JavaScript underneath → npm accounts for 98.5% of all malicious open source packages ever recorded → 512,000 malicious packages were discovered in the last year alone Every dependency is an attack surface. Every build tool is a link in a chain that can be compromised. A vanilla JS app with zero npm dependencies has a supply chain attack surface of zero. AI changes the calculus too. The benefits of TypeScript — autocomplete, type hints, self-documenting interfaces — were benefits for people navigating large codebases with human cognition. AI agents don't need them. What they benefit from is simplicity. Fewer tools in the chain. Less configuration drift. Less distance between what you wrote and what runs. At uRadical, this isn't theory. Music Bingo Live, MyWelcomeBook, uradical.io — all vanilla JS and Web Components. Zero npm dependencies on the frontend. Zero framework migrations to chase. They just work. The cosplay devs will reach for React because the AI does too — because that's what the training data says. The professionals will steer toward simplicity, because simpler systems are easier to debug, cheaper to maintain, and harder to compromise. The platform has caught up. The reset is happening. New post on the uRadical blog 👇 https://lnkd.in/esHJtUis #WebDevelopment #JavaScript #SoftwareEngineering #AI #CyberSecurity #VanillaJS #uRadical
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🚀 Deep JavaScript Concepts Most Developers Don’t Know (But Should!) If you’re already comfortable with closures, promises, and async/await… here are some next-level JavaScript concepts that separate good devs from great ones 👇 🧠 1. Hidden Classes & Shapes (V8 Internals) JavaScript objects are dynamic, but engines like V8 JavaScript engine optimize them using hidden classes. 👉 Objects with the same structure share the same internal layout 👉 Changing structure later (adding/removing props) can deoptimize performance 🔄 2. Event Loop Internals (Microtask vs Macrotask) Not just “event loop” — the priority system matters: 👉 Microtasks (Promises, queueMicrotask) 👉 Macrotasks (setTimeout, setInterval) setTimeout(() => console.log("Macrotask"), 0); Promise.resolve().then(() => console.log("Microtask")); Output: Microtask Macrotask 👉 Microtasks always run before the next macrotask 🧩 3. Deoptimization (Deopt) — Silent Performance Killer Modern engines optimize your code using JIT, but certain patterns force them to fall back: ❌ Changing object shapes ❌ Using "delete" on objects ❌ Accessing out-of-bounds arrays ❌ Mixing types (number + string) 👉 This is called deoptimization, and it can silently slow your app 🧬 4. Garbage Collection (GC) Mechanics JavaScript uses automatic memory management, but not all objects are equal: 👉 Young Generation (fast cleanup) 👉 Old Generation (slower, long-lived objects) Engines like V8 JavaScript engine use Mark-and-Sweep + Generational GC 💡 Memory leaks still happen if references are retained! 🧮 5. Tagged Integers (SMI Optimization) Small integers are stored differently than large numbers: 👉 Fast path for small integers (SMIs) 👉 Large numbers → heap allocation This impacts performance in tight loops ⚡ 🔍 7. Prototype Chain Lookup Optimization Property access doesn’t just check the object: 👉 It walks the prototype chain 👉 Engines cache these lookups too const obj = {}; obj.toString(); // comes from prototype ⚙️ 8. JIT Compilation (Just-In-Time) JavaScript is not just interpreted anymore: 👉 Parsed → Compiled → Optimized at runtime 👉 Engines like Node.js use JIT for speed 💡 Hot code paths get highly optimized 🧨 9. Closures & Memory Retention Closures are powerful but can cause hidden memory issues: function outer() { let bigData = new Array(1000000); return function inner() { console.log("Using closure"); }; } 👉 "bigData" stays in memory because of closure reference! 🔐 10. Temporal Dead Zone (TDZ) "let" and "const" behave differently than "var": console.log(a); // ReferenceError let a = 10; 👉 Variables exist but are not accessible before initialization 🔥 Final Thought Most developers write JavaScript… Few understand how it actually runs under the hood. That difference? 👉 Performance 👉 Scalability 👉 Senior-level thinking #JavaScript #V8 #NodeJS #WebPerformance #SoftwareEngineering #TechDeepDive
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🚀 Day 22/100 – Implementing Deep Clone Function in JavaScript Today I explored how to create a deep clone function in JavaScript. Unlike shallow copy, a deep clone creates a completely independent copy of an object, including all nested objects and arrays. 🧠 Problem: Create a custom implementation of a deep clone function. ✅ Solution: function deepClone(value, weakMap = new WeakMap()) { // Handle primitives and functions if (value === null || typeof value !== "object") { return value; } // Handle circular references if (weakMap.has(value)) { return weakMap.get(value); } // Handle Date if (value instanceof Date) { return new Date(value); } // Handle RegExp if (value instanceof RegExp) { return new RegExp(value); } // Handle Array or Object const clone = Array.isArray(value) ? [] : {}; weakMap.set(value, clone); for (let key in value) { if (value.hasOwnProperty(key)) { clone[key] = deepClone(value[key], weakMap); } } return clone; } // Example const obj = { name: "Ben", address: { city: "Ghaziabad", }, }; obj.self = obj; // circular reference const cloned = deepClone(obj); console.log(cloned); console.log(cloned !== obj); // true console.log(cloned.address !== obj.address); // true ✅ Output: Deep copied object without shared references 💡 Key Learnings: • Deep clone copies nested structures completely • Handles circular references using WeakMap • Works with arrays, objects, Date, and RegExp • Prevents accidental mutation of original data 📌 Real World Usage: • State management (React / Redux) • Avoiding mutation bugs • Caching and data snapshots • Complex form handling Understanding deep cloning helps in writing predictable and bug-free applications 🔥 I’m currently open to Frontend Developer opportunities (React / Next.js) and available for immediate joining. 📩 Email: bantykumar13365@gmail.com 📱 Mobile: 7417401815 If you're hiring or know someone who is, I’d love to connect 🤝 #OpenToWork #FrontendDeveloper #JavaScript #DeepClone #ReactJS #NextJS #ImmediateJoiner #100DaysOfCode
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JavaScript Was Hard I’d hear from so many people that JavaScript is confusing because of its inconsistencies. But once I learned these concepts, it became so much easier to me : 𝟭. 𝗩𝗮𝗿𝗶𝗮𝗯𝗹𝗲𝘀 𝗮𝗻𝗱 𝗗𝗮𝘁𝗮 𝗧𝘆𝗽𝗲𝘀: -> Declaration (`var`, `let`, `const`) -> Primitive data types (strings, numbers, booleans, null, undefined) -> Complex data types (arrays, objects, functions) -> Type coercion and conversion 𝟮. 𝗢𝗽𝗲𝗿𝗮𝘁𝗼𝗿𝘀 𝗮𝗻𝗱 𝗘𝘅𝗽𝗿𝗲𝘀𝘀𝗶𝗼𝗻𝘀: -> Arithmetic operators (+, -, *, /, %) -> Assignment operators (=, +=, -=, *=, /=, %=) -> Comparison operators (==, ===, !=, !==, <, >, <=, >=) -> Logical operators (&&, || , !) -> Ternary operator (conditional operator) 𝟯. 𝗖𝗼𝗻𝘁𝗿𝗼𝗹 𝗙𝗹𝗼𝘄: -> Conditional statements (`if`, `else if`, `else`) -> Switch statement -> Loops (`for`, `while`, `do-while`) -> Break and continue statements 𝟰. 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀: -> Function declaration and expression -> Arrow functions -> Parameters and arguments -> Return statement -> Scope (global scope, function scope, block scope) -> Closures -> Callback functions 𝟱. 𝗔𝗿𝗿𝗮𝘆𝘀 𝗮𝗻𝗱 𝗢𝗯𝗷𝗲𝗰𝘁𝘀: -> Creation and initialization -> Accessing and modifying elements -> Array methods (push, pop, shift, unshift, splice, slice, concat, etc.) -> Object properties and methods -> JSON (JavaScript Object Notation) 𝟲. 𝗖𝗹𝗮𝘀𝘀𝗲𝘀 𝗮𝗻𝗱 𝗣𝗿𝗼𝘁𝗼𝘁𝘆𝗽𝗲𝘀: -> Class syntax (constructor, methods, static methods) -> Inheritance -> Prototypal inheritance -> Object.create() and Object.setPrototypeOf() 𝟳. 𝗘𝗿𝗿𝗼𝗿 𝗛𝗮𝗻𝗱𝗹𝗶𝗻𝗴: -> Try...catch statement -> Throwing errors -> Error objects (Error, SyntaxError, TypeError, etc.) -> Error handling best practices 𝟴. 𝗔𝘀𝘆𝗻𝗰𝗵𝗿𝗼𝗻𝗼𝘂𝘀 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁: -> Callbacks -> Promises (creation, chaining, error handling) -> Async/await syntax -> Fetch API -> setTimeout() and setInterval() 𝟵. 𝗗𝗢𝗠 𝗠𝗮𝗻𝗶𝗽𝘂𝗹𝗮𝘁𝗶𝗼𝗻: -> Selecting DOM elements -> Modifying element properties and attributes -> Creating and removing elements -> Traversing the DOM 𝟭𝟬. 𝗘𝘃𝗲𝗻𝘁 𝗛𝗮𝗻𝗱𝗹𝗶𝗻𝗴: -> Adding event listeners -> Event objects -> Event propagation (bubbling and capturing) -> Event delegation 𝟭𝟭. 𝗠𝗼𝗱𝘂𝗹𝗲𝘀 𝗮𝗻𝗱 𝗠𝗼𝗱𝘂𝗹𝗮𝗿𝗶𝘇𝗮𝘁𝗶𝗼𝗻: -> ES6 modules (import/export) -> CommonJS modules (require/module.exports) -> Module bundlers (Webpack, Rollup) 𝟭𝟮. 𝗕𝗿𝗼𝘄𝘀𝗲𝗿 𝗖𝗼𝗺𝗽𝗮𝘁𝗶𝗯𝗶𝗹𝗶𝘁𝘆 𝗮𝗻𝗱 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲: -> Cross-browser compatibility -> Performance optimization techniques -> Minification and code splitting -> Lazy loading If you're struggling with JavaScript, understanding these topics can make the journey a lot easier! I've Created MERN Stack Guide for beginners to experienced, 𝗚𝗲𝘁 𝘁𝗵𝗲 𝗚𝘂𝗶𝗱𝗲 𝗵𝗲𝗿𝗲 - https://lnkd.in/d6EdjzCs Follow Mohit Decodes on YouTube: https://lnkd.in/dEqvkECV Keep Coding, Keep Building!
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Debugging inconsistent runtime behavior steals time from feature delivery. ────────────────────────────── JSON.parse and JSON.stringify Guide with Examples In this comprehensive guide, you will learn how to effectively use JSON.parse and JSON.stringify in JavaScript. With clear examples and practical scenarios, you'll grasp these essential methods for handling JSON data. hashtag#javascript hashtag#json hashtag#webdevelopment hashtag#programming hashtag#beginner ────────────────────────────── Core Concept JSON.parse and JSON.stringify are built-in JavaScript methods that help in working with JSON (JavaScript Object Notation). JSON is a lightweight data format that is easy for humans to read and write, and easy for machines to parse and generate. The JSON.stringify method was introduced in the early days of JavaScript, around 2009, as part of the ECMAScript 5 standard. This method is crucial for converting JavaScript objects into a JSON string representation. It enables developers to send data to web servers in a format that is universally accepted. On the flip side, JSON.parse is equally important as it helps convert JSON strings back into JavaScript objects. Both methods are essential for data interchange between a client and server, especially in web applications. Key Rules • Always validate JSON: Before parsing, ensure the JSON string is well-formed to avoid errors. • Use try-catch: Wrap JSON.parse in a try-catch block to gracefully handle potential errors. • Limit string size: Be mindful of large JSON strings to avoid performance issues. 💡 Try This // Sample object const obj = { name: 'Alice', age: 30 }; // Convert object to JSON string ❓ Quick Quiz Q: Is JSON.parse and JSON.stringify different from XML? A: JSON is often compared to XML. While both formats are used for data interchange, JSON is lighter and easier to read, making it a preferred choice in modern web development. JSON's syntax is straightforward, requiring less markup compared to XML, which has a more verbose structure. 🔑 Key Takeaway In this guide, we explored JSON.parse and JSON.stringify, two essential methods for working with JSON data in JavaScript. You learned how to convert objects to JSON strings and parse strings back to objects, along with best practices and common pitfalls. These methods are vital for web development, especially when dealing with APIs and client-server communication. As you continue your learning journey, try applying these concepts in real-world applications to solidify your understanding. ────────────────────────────── 🔗 Read the full guide with code examples & step-by-step instructions: https://lnkd.in/gEKnqsEp
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🧠 Tried recalling the JavaScript Event Loop from what I learned — here’s my understanding I recently studied how the Node.js event loop works, and I felt this is something every developer should understand. So I tried to recall and write it in my own words. What happens with async operations? 1. When the call stack encounters async operations like setTimeout, setImmediate, API calls, or file system tasks, Node.js does not execute them directly. 2. It offloads them to libuv (a C-based, multi-platform library), which interacts with the OS to handle asynchronous operations efficiently. Event Loop Phases (high-level) : ➡️ Timers phase → executes setTimeout / setInterval callbacks ➡️I/O callbacks phase → handles completed I/O operations ➡️ Poll phase → retrieves new I/O events and executes their callbacks ➡️Check phase → executes setImmediate callbacks ➡️Close callbacks phase → handles cleanup (e.g., socket.destroy()) Queues involved : 👉 Each phase has its own callback queue. The event loop processes these queues phase by phase. Apart from these, there are microtask queues : 👉 process.nextTick() queue (Node.js specific, highest priority) 👉 Promise microtask queue (then, catch, finally) These are not part of the phases but run in between executions. 🔃 Execution Flow (step-by-step) : ➡️The call stack executes all synchronous code first. ➡️Async tasks are offloaded to libuv, and their callbacks are registered in respective queues. ➡️The event loop starts cycling through phases: 1. It picks a phase 2. Executes callbacks in that phase’s queue (FIFO) 3. Stops when the queue is empty or a limit is reached ➡️After every callback execution, microtasks are processed: 1. First process.nextTick() queue 2. Then Promise microtask queue ➡️The loop then moves to the next phase and repeats. ➡️If no callbacks are ready, the event loop waits in the poll phase for I/O events. setTimeout vs setImmediate : 1. Their execution order is not guaranteed 2. It depends on when callbacks are queued and system timing However: - If the event loop is in the poll phase and setImmediate is ready → it often executes before timers - If timers are already expired → setTimeout(fn, 0) may execute first Why this matters ? 💠If you are working with Node.js, this is not an advanced concept — it is a fundamental. Understanding the event loop helps you: - Write truly non-blocking and efficient code - Avoid common mistakes with async behavior - Debug issues where execution order feels confusing - Build a strong foundation as a backend developer It’s one of those core concepts that every Node.js developer should be comfortable with. If I misunderstood anything, I’m open to corrections — still learning. Reference: https://lnkd.in/gyyz4wrq #JavaScript #NodeJS #EventLoop #AsyncProgramming #BackendDevelopment #LearningInPublic
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DSA + JavaScript Journey Two absolute power topics today — one of the most important sorting algorithms in DSA, and the concept that makes every modern web app work! ───────────────────────── 📌 DSA: Merge Sort (Divide & Conquer) ───────────────────────── Finally cracked Merge Sort — and it's one of the most elegant algorithms I've studied so far! 🔀 The Core Idea — Divide, Conquer, Merge → Divide the array into two halves using mid = start + (end - start) / 2 → Recursively sort the left half, then the right half → Merge the two sorted halves back into one sorted array → Base case: start == end (single element = already sorted) ⚙️ The Merge Step (The Real Magic) → Create a temp array of size (end - start + 1) → Use 3 pointers: left, right, index → Compare arr[left] vs arr[right] — copy the smaller into temp → When one side exhausts, copy remaining from the other → Copy temp back to original array 📊 Time & Space Complexity → Time: O(n log n) — log n levels × O(n) work per level = consistent & efficient → Space: O(n) — temp array dominates over O(log n) stack depth → Why O(n log n)? Each level of the recursion tree does O(n) total merge work, and there are log n levels! 💡 Key lessons: → Always use start + (end - start) / 2 — avoids integer overflow! → Pass array by reference (&arr) in C++ — without it, changes don't reflect → Index must reset to 0 before copying temp back — easy bug to miss! → Array is never physically split — recursion uses indices for efficiency ───────────────────────── 📌 JavaScript Revision: Callbacks, Promises, Async/Await & Fetch API ───────────────────────── This is the topic that makes every real-world web app tick! 🌐 📞 Callbacks → A function passed as an argument to another function → Executes after the parent function completes → Problem: Callback hell — deeply nested callbacks = unreadable, unmaintainable code 😵 🤝 Promises → Represents a value that will be available now, later, or never → Three states: Pending → Fulfilled / Rejected → .then() for success, .catch() for errors, .finally() for cleanup → Solves callback hell with cleaner chaining! ⏳ Async / Await → Syntactic sugar over Promises — makes async code look synchronous → async function always returns a Promise → await pauses execution until the Promise resolves → Wrap in try/catch for clean error handling 🌐 Fetch API → Built-in browser API for making HTTP requests → fetch(url) returns a Promise → .json() parses the response body → Combined with async/await = clean, readable API calls The evolution: Callbacks → Promises → Async/Await Each step solved the problems of the previous. Modern JS uses async/await almost everywhere! 🙏 Thank you, Rohit Negi Sir! Merge Sort and Async JavaScript in the same day — both complex topics made crystal clear with step-by-step explanations and real examples. Every lecture is a masterclass in clarity. Truly grateful, Sir! 🙌 #DSA #JavaScript #Callbacks #WebDevelopment #LearnToCode #100DaysOfCode#Programming
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