AWS Payload Limit Increased to 1MB! 🚀 Lambda, SQS & EventBridge Update
🚀 Big AWS Update: Payload Limit Increased to 1 MB Sometimes cloud updates look small on paper but create a meaningful shift in architecture…
Java Stream API Evolution (8 → 21)
How the Stream API Evolved from Java 8 to Java 21 I recently took some time to review every major Stream API enhancement from…
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Navya S
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5 min
The Volatile Trap in Java – Why count++ Still Breaks 💥
The volatile Trap in Java In Java concurrency, few keywords are as misunderstood as volatile. It looks simple. It feels lightweight. And it’s often…
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Navya S
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5 min
Java 25 Fixes ForkJoinPool! Hidden Thread Explosion Bug Explained ⚡
ForkJoinPool Grows Up in Java 25: Safer Defaults, Smarter Concurrency Concurrency in Java has always balanced power with sharp edges. The ForkJoinPool—introduced to support…
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Navya S
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6 min
Is Java Faster Than Go Now? Java 25 vs Go Performance Explained ⚡
Java Is Back with a Bang in 2026 — And the Old “Go Is Faster” Narrative Is Falling Apart If you’re thinking about rewriting…
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Navya S
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6 min
Java 22 Foreign Function & Memory API Explained | JNI Alternative Faster & Safer?
A New Way to Call C from Java: How Fast Is It? No matter which programming language you prefer, calling C functions is often…
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Navya S
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6 min
Java Stream Gatherers Explained 🚀 | The Missing Piece in the Stream API (JDK 21)
Java Stream Gatherer: The Missing Piece in the Stream API Java Streams have been one of the most impactful additions to the Java ecosystem.…
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Navya S
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5 min
Idempotent APIs Explained 🔁 | Prevent Duplicates in Distributed Systems
Designing Idempotent APIs in Distributed Microservices One of the earliest — and most painful — lessons you learn when working with distributed systems is…
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Navya S
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4 min
Messaging Queues vs Kafka vs WebSockets vs Webhooks 🔄 | Distributed Systems Explained
Messaging Queues, WebSockets, Webhooks, and Kafka: Understanding the Real Differences As systems evolve from simple applications into distributed platforms, communication becomes one of the…
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Navya S
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5 min
Safe Retries in Distributed Systems 🔁 | Idempotency in Spring Boot Explained
Designing for Retries: Why Idempotency Is Non-Negotiable in Distributed Java Systems In distributed backend systems, retries are not an edge case. They are a…
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Navya S
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4 min