JAVAPRO’s Post

🚀 What happens inside Spring Framework when your application starts? From bootstrapping to dependency injection, here’s a complete step-by-step flow of how Spring works internally. Understanding this flow helps developers write better and optimized applications. #Java #SpringBoot #BackendDevelopment #SoftwareEngineering

Day 95/200 – LeetCode Challenge. Problem: Remove Duplicates from Sorted List II (Java) Today’s focus was eliminating all duplicate values from a sorted linked list while keeping only distinct nodes. Implemented an efficient two-pointer approach with a dummy node to handle edge cases cleanly. Linked lists require careful pointer management. Dummy nodes simplify boundary conditions. One-pass solution ensures optimal performance. Continuing the 200-day journey, one problem at a time. #LeetCode #Java #CodingChallenge #200DaysOfCode #ProblemSolving

Day 42 of consistency 💻🔥 Solved Add Two Numbers using linked lists — a classic problem that really tests understanding of pointers, carry handling, and edge cases. Key takeaways: Handling carry efficiently is crucial Dummy nodes make list problems much cleaner Iterative approach keeps space optimal Not the fastest runtime yet, but improvement is a process — optimizing step by step. Consistency > Perfection. #Day42 #LeetCode #DSA #Java #CodingJourney #ProblemSolving #100DaysOfCode

Synchronous: Request waits. Thread blocks. Asynchronous: Request moves on. Work continues in background. Blocking: • Simple • Predictable Non-blocking: • Efficient • Scalable But here’s the catch: Async adds complexity: • Debugging • Error handling • Thread management Don’t use async everywhere. Use it where it matters. #Java #Concurrency #SpringBoot

⚠️ Why @Transactional Sometimes Doesn’t Work in Spring Boot A common mistake: Calling a @Transactional method   from another method inside the SAME class. Result? Transaction doesn’t trigger. Why? Because Spring uses proxies. Internal method calls bypass the proxy,   so transaction management never happens. Fix: → Move logic to another service   OR   → Call through Spring-managed bean Small detail. Big production issue. #springboot #java #backendengineering

If two responsibilities always change together, separating them may create more problems than it solves Read more 👉 https://lttr.ai/Aoe3X #SoftwareDesign #java #SOLIDPrinciples #SingleResponsibilityPrinciple

#Day95 of #100DaysOfCode Extended the previous number-to-words program to handle multiple digits. The program takes a number as input and prints each digit in its word form. Focused on improving logic by combining loops, string conversion, and conditional handling. #Java #MiniProject #100DaysOfCode

Day 78 – Next Greater Node in Linked List Solved a problem to find the next greater value for each node in a linked list by combining linked list traversal with a monotonic stack approach. Key Learnings: Converted a linked list into an array to enable index-based processing Applied the monotonic stack technique to efficiently find next greater elements #DSA #Java #LinkedList #Stack #ProblemSolving #CodingPractice

🚀 𝐃𝐚𝐲 94/100  ✅ 𝐏𝐫𝐨𝐛𝐥𝐞𝐦: 𝐑𝐞𝐩𝐞𝐚𝐭𝐞𝐝 𝐒𝐮𝐛𝐬𝐭𝐫𝐢𝐧𝐠 𝐏𝐚𝐭𝐭𝐞𝐫𝐧 Today’s problem was about checking whether a string can be formed by repeating one of its substrings multiple times. 💡 𝐊𝐞𝐲 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠𝐬: Try all possible substring lengths up to n/2 Only consider lengths that divide the string completely Build and compare repeated string with original Time Complexity: O(n²) in worst case  𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡: Iterate over possible substring sizes If length divides string → repeat substring Compare with original string If match found → return true #Day94 #100DaysOfCode #LeetCode #Java #DSA #CodingJourney #ProblemSolving

⚠️ The Hardest Bugs Aren’t in the Code One thing backend systems taught me: Most critical issues aren’t due to wrong logic — they’re due to unexpected system interactions. Examples: • A slow query impacting multiple services • A retry mechanism causing duplicate processing • A small config change increasing latency The challenge is rarely “what the code does” It’s “how the system behaves as a whole” Understanding interactions > writing isolated logic. #backendengineering #systemdesign #java