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MCP Servers: The Technical Debt That Is Coming
MCP servers promise faster AI-driven orchestration through the use of natural language, but they risk becoming technical debt.
May 22, 2025
by Hugo Guerrero DZone Core CORE
· 8,461 Views · 3 Likes
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Chat With Your Knowledge Base: A Hands-On Java and LangChain4j Guide
In this hands-on guide, you will learn to build a Java RAG chat application with LangChain4j to query your custom knowledge base.
May 22, 2025
by A N M Bazlur Rahman DZone Core CORE
· 5,940 Views · 7 Likes
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GitHub Copilot's New AI Coding Agent Saves Developers Time – And Requires Their Oversight
GitHub has launched a powerful AI coding agent in Copilot that writes code, fixes bugs, and opens pull requests.
May 22, 2025
by Aminu Abdullahi
· 5,299 Views · 2 Likes
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Intro to RAG: Foundations of Retrieval Augmented Generation, Part 2
Dive into different layers of retrieval-augmented generation, including vector RAG, graph RAG and agents, to explore how to create more powerful and effective AI systems.
May 22, 2025
by Jennifer Reif DZone Core CORE
· 2,647 Views · 3 Likes
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AI Speaks for the World... But Whose Humanity Does It Learn From?
Generative AI claims to reflect humanity, but it mostly replicates the worldview of a connected, Western minority, shaping global outputs from partial data.
May 22, 2025
by Frederic Jacquet DZone Core CORE
· 3,116 Views · 1 Like
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How to Merge HTML Documents in Java
Merging HTML content in Java is more challenging than it sounds. This article covers some major difficulties of merging HTML and suggests a few API solutions.
May 21, 2025
by Brian O'Neill DZone Core CORE
· 4,970 Views · 2 Likes
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Enforcing Architecture With ArchUnit in Java
In this article, we will discuss implementing architectural rules in code using ArchUnit, emphasizing its effectiveness over traditional documentation.
May 21, 2025
by Gunter Rotsaert DZone Core CORE
· 7,543 Views · 8 Likes
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Exploring Intercooler.js: Simplify AJAX With HTML Attributes
Discover how Intercooler.js makes AJAX simple using HTML attributes, no heavy JavaScript needed. A smart and lightweight alternative for dynamic pages.
May 21, 2025
by Nagappan Subramanian DZone Core CORE
· 4,136 Views · 1 Like
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How To Introduce a New API Quickly Using Quarkus and ChatGPT
Stepping outside of my comfort zone, let’s see how quickly we can introduce an API-First-driven RESTful by leveraging ChatGPT, Quarkus, and Heroku.
May 21, 2025
by John Vester DZone Core CORE
· 16,496 Views · 3 Likes
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The Future of Java and AI: Coding in 2025
Explore how Java developers are leveraging AI and modern frameworks like Quarkus to build cutting-edge applications in 2025.
May 21, 2025
by Daniel Oh DZone Core CORE
· 5,967 Views · 4 Likes
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Securing the Future: Best Practices for Privacy and Data Governance in LLMOps
This article covers strategies for safeguarding sensitive data, enforcing compliance, and embedding responsible AI principles throughout the model lifecycle.
May 21, 2025
by Rajarshi Tarafdar
· 4,454 Views · 1 Like
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Kullback–Leibler Divergence: Theory, Applications, and Implications
Kullback–Leibler divergence (KL divergence) is a statistical measure that quantifies how one probability distribution differs from a second reference distribution.
Updated May 20, 2025
by Shailendra Prajapati
· 3,182 Views
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Building Reliable LLM-Powered Microservices With Kubernetes on AWS
This article explores how to design, build, and deploy reliable, scalable LLM-powered microservices using Kubernetes on AWS, covering best practices for infrastructure.
May 20, 2025
by Rajarshi Tarafdar
· 6,165 Views · 2 Likes
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Building an AI/ML Data Lake With Apache Iceberg
Learn how Apache Iceberg powers AI/ML data lakes with time travel and schema flexibility, shown via a full Python-based feature store implementation.
May 20, 2025
by Anant Kumar
· 4,555 Views · 1 Like
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Tired of Spring Overhead? Try Dropwizard for Your Next Java Microservice
You'll learn how to set up your first Dropwizard project, create a RESTful API, and run it with an embedded Jetty server — all using minimal boilerplate.
May 20, 2025
by Mohit Menghnani DZone Core CORE
· 6,775 Views · 5 Likes
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Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM
Your RAG implementation can expose secrets in some unexpected ways. Secure your LLM deployments and scrub knowledge bases to prevent your secrets from leaking.
May 20, 2025
by Dwayne McDaniel
· 3,477 Views · 2 Likes
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Operational Principles, Architecture, Benefits, and Limitations of Artificial Intelligence Large Language Models
Large Language Models (LLMs) are advanced AI systems that generate human-like text by learning from extensive datasets and employing deep learning neural networks.
May 19, 2025
by Venkata Suresh Babu Chilluri
· 3,510 Views · 1 Like
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Navigating the LLM Landscape: A Comparative Analysis of Leading Large Language Models
Here is an in-depth analysis comparing top LLMs, including OpenAI and its exciting contenders like LangChain, Anthropic, Cohere, Google, and more.
Updated May 19, 2025
by Jorge Torres
· 4,067 Views · 2 Likes
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AI-Driven Test Automation Techniques for Multimodal Systems
Learn how AI-powered test automation improves reliability and efficiency in multimodal AI systems by addressing complex testing challenges effectively.
May 19, 2025
by Gaurav Sharma
· 3,723 Views · 5 Likes
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The Smart Way to Talk to Your Database: Why Hybrid API + NL2SQL Wins
Plain-English questions against a live MySQL database in DBConvert Streams — and the five-table joins text-to-SQL wrote to answer them.
May 19, 2025
by Dmitry Narizhnykh DZone Core CORE
· 7,552 Views · 3 Likes
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