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A system prompt is a request. Guardrails are enforcement. Shipping an LLM feature in a Java service is the easy part. Keeping it safe in productio
Your AI agent just confidently told you which methods call AbClient.getOption(). It listed six call sites. The actual number is nineteen. The other t
By Jayasai Srivenkata Abhiram Komaravolu Introduction Building scalable backend systems is not just about writing APIs—it’s about designing systems
Java 8 Features Explained in Depth: Complete Guide for Modern Developers Java has always been one of the most powerful and widely used programming la
Modern backend systems are incomplete without containerization. In this post, I’ve covered: 🐳 Java + Docker Building Docker images Running Java app
Hey everyone! 👋 I'm Thabang Gideon, and I'm a Full-Stack Agile Developer based in South Africa. I've been a quiet observer here for a while, soaking
Finding a sorted subsequence of a specific size is a classic algorithmic challenge that tests your ability to optimize array traversals. The problem a
Hi I am looking for honest feedback on my own JVM bytecode compiled programming language. It is called Siyo and it supports both go-like channels and
Input: Programming Output: P 🔹 Step 1: Convert String to Character Stream .word.chars()->Converts the string into an IntStream (ASCII values of chara
Java Java is a high-level, Object-oriented programming language developed by James Gosling at Sun Microsystems (now owned by Oracle Corporation). Ja
What is Constructor? A constructor is a special method in a class that is used to initialize objects when they are created. It has the same
Computers only understand numbers. So how do they handle letters, punctuation, and symbols? ASCII — the American Standard Code for Information Interch
Introduction I might transition from OracleJDK to Amazon Corretto, so I documented the steps for installing Corretto 8 on Windows 10. This
🚀 Just published 2 detailed guides for Java developers: 🔹 Java Microservices with Spring Cloud 🔗 https://shikhanirankari.blogspot.com/2026/04/java-mi
IoT (Internet of Things) Service – Smart Solutions for a Connected World https://www.designerpencil.com/service/IoT-internet-of-things-service/ The
Monitoring microservices is hard. When a user request fans out across multiple services, each with its own database, logs, and failure modes, traditi
There is a persistent belief in software organizations that standardizing on a single framework — Spring Boot being the popular example — makes develo
In the realm of document processing and archiving, converting PDF files to TIFF (Tagged Image File Format) is a frequent requirement. TIFF is favored
In modern applications, performing multiple tasks at the same time is essential. Whether it is downloading files, handling user requests, or running b
TL;DR Flattening PDF layers in Java is a way to lock a document’s appearance, ensure cross-device compatibility, and reduce file size by me