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Driving Streaming Intelligence On-Premises: Real-Time ML With Apache Kafka and Flink
This article explores how to design, build, and deploy a predictive ML model using Flink and Kafka in an on-premises environment to power real-time analytics.
June 17, 2025
by Gautam Goswami DZone Core CORE
· 2,122 Views · 6 Likes
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Why 99% Accuracy Isn't Good Enough: The Reality of ML Malware Detection
ML models need to be complemented with traditional detection techniques for malware detection to work in real enterprise environments, due to the "base rate problem."
June 16, 2025
by Udbhav Prasad
· 2,596 Views · 5 Likes
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Scrum Smarter, Not Louder: AI Prompts Every Developer Should Steal
A practical guide that helps developers use AI to improve backlog grooming, retros, standups, and reviews, without waiting for the Scrum Master to save the sprint.
June 16, 2025
by Ella Mitkin
· 4,829 Views · 9 Likes
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How to Use Testcontainers With ScyllaDB
Learn how to use Testcontainers to create lightweight, throwaway instances of ScyllaDB for testing with hands-on example.
June 16, 2025
by Eduard Knezovic
· 1,839 Views · 1 Like
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AI Agents in PHP With Model Context Protocol
Supercharge your PHP applications with AI Agents using MCP (Model Context Protocol). Connect powerful tools to LLMs with minimal coding.
June 16, 2025
by Valerio Barbera
· 1,397 Views · 3 Likes
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Code of Shadows: Master Shifu and Po Use Functional Java to Solve the Decorator Pattern Mystery
A humorous and educational comparison of the OOP and functional approaches to the Decorator pattern in Java, featuring Po and Master Shifu.
June 16, 2025
by Shaamik Mitraa
· 3,812 Views · 4 Likes
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Create POM With LLM (GitHub Copilot) and Playwright MCP
Learn how to build a scalable, AI-powered test automation framework using Playwright MCP, GitHub Copilot, and the Page Object Model design pattern.
June 13, 2025
by Kailash Pathak DZone Core CORE
· 5,207 Views · 5 Likes
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Smarter IoT Systems With Edge Computing and AI
IoT Systems can be enhanced and improved in terms of efficiency through the use of artificial intelligence and edge computing
June 13, 2025
by Surendra Pandey
· 2,841 Views · 3 Likes
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AI Agent Architectures: Patterns, Applications, and Implementation Guide
AI agent architectures provide structural blueprints for designing intelligent systems that perceive environments, process information, and execute actions.
June 13, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 7,444 Views · 7 Likes
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When Incentives Sabotage Product Strategy
Learn in this article how to tackle incentives sabotaging product strategy with strategic rejection techniques that align goals, improve focus, and build trust.
June 13, 2025
by Stefan Wolpers DZone Core CORE
· 1,872 Views · 5 Likes
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RAG vs. CAG: A Deep Dive into Context-Aware AI Generation Techniques
RAG retrieves external knowledge to ground AI responses, while CAG uses internal context for personalization—combine both for smarter, context-aware systems.
June 13, 2025
by Rambabu Bandam
· 4,674 Views · 2 Likes
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Memory Leak Due to Uncleared ThreadLocal Variables
ThreadLocal variables in Java, if not cleared, can accumulate in memory, causing an OutOfMemoryError. Learn how to clear them after use to avoid memory leaks.
June 13, 2025
by Ram Lakshmanan DZone Core CORE
· 4,982 Views · 2 Likes
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The Missing Infrastructure Layer: Why AI's Next Evolution Requires Distributed Systems Thinking
Let's explore how investing in proven AI infrastructure yields a competitive advantage over those who continue trying to solve infrastructure problems at the app layer.
June 12, 2025
by John Vester DZone Core CORE
· 2,482 Views · 3 Likes
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Beyond Java Streams: Exploring Alternative Functional Programming Approaches in Java
Java Streams are great, but libraries like Vavr, Reactor, and RxJava unlock deeper functional power, async flow, pattern matching, trampolines, and cleaner composition.
June 12, 2025
by Rama Krishna Prasad Bodapati
· 5,259 Views · 5 Likes
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Designing Scalable Multi-Agent AI Systems: Leveraging Domain-Driven Design and Event Storming
Use Domain-Driven Design and Event Storming to define agent roles, boundaries, and scalable architectures for complex Multi-Agent AI Systems aligned with business needs.
June 12, 2025
by Kaustav Dey
· 5,036 Views · 3 Likes
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AI-Native Platforms: The Unstoppable Alliance of GenAI and Platform Engineering
The future of software development involves an AI-powered DevEx. This marks the end of static platforms and the dawn of an intelligent era.
June 11, 2025
by Graziano Casto DZone Core CORE
· 3,196 Views · 2 Likes
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Java Enterprise Matters: Why It All Comes Back to Jakarta EE
Jakarta EE powers enterprise Java—Spring, Quarkus, Helidon all rely on it. Learn why it's foundational, evolving fast, and why every Java developer should care.
June 11, 2025
by Otavio Santana DZone Core CORE
· 4,416 Views · 5 Likes
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Converting List to String in Terraform
Use join(), format(), and jsonencode() in Terraform to name resources, format scripts/logs, and ensure clarity in dynamic configurations.
June 11, 2025
by Mariusz Michalowski
· 3,430 Views · 1 Like
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Building Generative AI Services: An Introductory and Practical Guide
Amazon Bedrock simplifies AI app development with serverless APIs, offering Q&A, summarization, and image generation using top models like Claude and Stability AI.
June 11, 2025
by Srinivas Chippagiri DZone Core CORE
· 18,667 Views · 13 Likes
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Software Specs 2.0: An Elaborate Example
Learn how to define precise, secure, and testable requirements for an AI-generated User Authentication Login Endpoint with structured documentation
June 11, 2025
by Stelios Manioudakis DZone Core CORE
· 7,670 Views · 4 Likes
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