Resolving Ambiguous Mapping Error in Spring Boot API

Find the minimum distance between a given start index and any occurrence of a target in the array. Leetcode problem link: https://lnkd.in/gZFkirHw 🔍 Key Takeaways: Used a two-pointer approach to scan from both ends. Kept updating the minimum absolute distance from start. Included the condition left != right to avoid checking the same element twice. ✅ Why this works: Instead of scanning only from one side, this approach checks both ends in each iteration, making the logic structured and efficient. 📘 What I like about this solution: Simple and readable Avoids redundant checks Great example of combining two pointers with distance calculation #Java #LeetCode #DSA #Programming #SoftwareEngineering #Developers #loveToCode

A small mistake that cost me hours of debugging  Recently, I faced an issue in backend code that looked simple at first.  But it took hours to fix because I missed one thing:   Understanding the complete flow before debugging  What I learned:   ✔ Trace the full request flow   ✔ Check logs before jumping into code   ✔ Avoid assumptions  Debugging is not about fixing fast, it’s about understanding deeply.  Have you faced similar situations?  #Java #BackendDevelopment #Debugging #SoftwareEngineering

Many beginners use Spring annotations like @Autowired and @Component daily, but don’t fully understand what happens behind the scenes. The real magic happens inside the Spring IoC Container. Here’s the step-by-step flow: Spring reads configuration Bean definitions are created IoC container initializes Beans are instantiated Dependencies are injected Lifecycle methods are called Beans become ready to use Destroy methods run when the application stops Without IoC: You manually create objects and manage dependencies. With Spring IoC: Spring creates, manages, and injects everything for you. Example: Engine engine = new Engine(); Car car = new Car(engine); vs Car car = context.getBean(Car.class); That’s why Spring applications stay cleaner, more scalable, and easier to maintain. Key concepts: BeanFactory ApplicationContext Dependency Injection Bean Lifecycle Autowiring Bean Scope If you are learning Spring Boot, understanding IoC is one of the most important fundamentals. #SpringBoot #Java #BackendDevelopment #SoftwareEngineering #Programming #Developers #Coding #JavaDeveloper #DependencyInjection #SpringFramework

🚀 Day 559 of #750DaysOfCode 🚀 🔍 LeetCode 3741: Minimum Distance Between Three Equal Elements II Today’s problem was an extension of yesterday’s question — but with larger constraints (n up to 1e5), making efficiency crucial ⚡ 💡 Problem Recap: Find three indices (i, j, k) such that: nums[i] == nums[j] == nums[k] Distance = |i - j| + |j - k| + |k - i| is minimized ✨ Approach I Used (Clean & Intuitive): ✔ Stored indices of each number using a HashMap ✔ For each number: If it appears ≥ 3 times Check consecutive triplets of indices ✔ Compute distance using: 👉 |i - j| + |j - k| + |k - i| 💻 Key Code Insight: Instead of checking all combinations, I only checked sliding windows of size 3 within index lists — reducing unnecessary work. 🧠 Learning: Even in medium problems, a simple structured approach (grouping + sliding window) can pass efficiently when applied correctly. ⚡ Complexity: Time: O(n) to build map + O(n) traversal Space: O(n) 💬 Takeaway: Don’t overcomplicate — sometimes the same idea from an easy problem scales well with just a small optimization in thinking. #LeetCode #DSA #Java #CodingJourney #ProblemSolving #Tech #Programming #Developers #100DaysOfCode

Topic: Avoiding Long Methods Long methods are harder to understand, test, and maintain. When a method does too much: • Logic becomes complex • Debugging becomes difficult • Reusability decreases A better approach: • Keep methods small and focused • Follow single responsibility principle • Break logic into meaningful units Small methods improve: • Readability • Testability • Maintainability Because clean structure leads to better code quality. Simple code is easier to work with — for everyone. What’s your approach to keeping methods clean and simple? #CleanCode #SoftwareEngineering #Java #BackendDevelopment #Coding

🚀 Day 15 of 180 — 3Sum Closest ✅ LeetCode 16 — 3Sum Closest First sort the array. Then fix one element and use two pointers for the remaining two — one at left, one at right. For every triplet I calculate the sum and check how far it is from the target: distance = |target - sum| If this distance is less than my current minimum difference, I update my answer. Moving pointers is simple — if sum is greater than target → move right pointer left if sum is less than target → move left pointer right if sum equals target → that's the closest it can get, return immediately The key thing I made sure — keep tracking the minimum difference throughout and update result whenever a closer sum is found. Day 15 done. 165 to go. 🔥 #180DaysDSA #Day15 #LeetCode #Java #DSA #TwoPointers #Sorting #ThreeSum #DSAJourney #CodingJourney #Programming #DataStructures #Algorithms #ProblemSolving #BuildInPublic #CodeNewbie #LearnToCode #100DaysOfCode #SoftwareDevelopment #Developer #StudentDeveloper #TechCommunity #LinkedInTech #CompetitiveProgramming

Headline: Why stop at 15 digits? 🚀 I’ve always found it frustrating when standard calculators hit a limit and switch to scientific notation or simply give up. Whether it’s massive factorials or high-precision cryptography values, shouldn't our tools be able to handle "the big stuff"? To solve this, I built Calculator-infinite — a tool designed to process numbers of any length without losing precision. What makes this different? Unlike standard data types that have a fixed bit-size, this project uses logic to handle numbers as strings, meaning the only limit to your calculation is your computer's memory. I’m looking for your feedback! I want to push this further and would love for the dev community to break it. How does it handle your most complex strings? What features should I add next (Advanced functions? A GUI?)? Check out the logic here: https://lnkd.in/gwmT7hW5 If you enjoy tinkering with algorithms or just want to see how deep the rabbit hole goes with "Infinite" math, take a look at the repo. Stars, forks, and honest critiques are all welcome! #OpenSource #JavaScript #Coding #WebDevelopment #DataStructures #Programming #Mathematics #GitHub

#Day357 of #1001DaysOfCode LeetCode Daily Challenge Problem: Decode the Slanted Ciphertext (LeetCode 2075) 💡 Approach: The encoded string represents a matrix filled row-wise. I traversed the matrix diagonally (top-left to bottom-right) by converting 2D indices into a 1D string index. Finally, removed trailing spaces to get the correct decoded message. (*you can use inbuilt .stripTrailing() function as well) ⏱ Time Complexity: O(n) 🧠 Space Complexity: O(n) Staying consistent with daily problem solving 🚀 #DSA #Java #LeetCode #ProblemSolving #Coding

Most backend bugs in production aren't caused by bad code. They arise from assumptions that were never questioned during development. Common assumptions include: - "This API will always return data." - "The network will always be stable." - "No one will hit this endpoint 1000 times a minute." Defensive programming isn't pessimism; it's simply experience wearing a helmet. #BackendDevelopment #SoftwareEngineering #Java #LessonsLearned

Got hit with a NullPointerException today. I kept checking the logic again and again… Turns out, I forgot to initialize an object before using it. Fix: Proper initialization before calling methods Lesson learned: Always check for null before using objects. Debugging is frustrating but also the best teacher. #Java #Debugging #DeveloperLife