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Latest Articles - DZone

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Agentic RAG: Basic RAG Plus MCP Tool Calls
Classic RAG is great at answering "what does the policy say?" It's terrible at answering "how many leave days do I have left?"
August 4, 2026
by Balaji Venkatasubramaniyar DZone Core CORE
· 3,128 Views · 1 Like
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I Built a Java Version Manager by Fixing Other Tools' Open Bugs
There is no point in shipping another Java Version Manager unless it is best in class, so I mined the test suites and bug trackers of SDKMAN, jenv, mise, volta, and asdf.
August 4, 2026
by David Lerner
· 3,406 Views · 2 Likes
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GraphRAG Retrieval Is Three Decisions: Granularity, Mechanism, and Paradigm
This article walks you through the major retrieval mechanisms with runnable Cypher examples and explains when to use each.
August 4, 2026
by Lokesh Prakash Manohar
· 1,823 Views · 2 Likes
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Performance Testing With JMeter Beyond the Basics: Distributed Load, Realistic Profiles, and Identifying Security Bottlenecks
Learn how to build realistic JMeter load tests with production traffic patterns, distributed testing, session modeling, and security performance analysis.
August 4, 2026
by Srivenkata Gantikota
· 5,541 Views · 3 Likes
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Understanding Agentic SDLC: The Future of Software Engineering
This article walks you through the fundamentals of agentic SDLC, its core components, and how it works in modern software engineering.
August 4, 2026
by Pavan Belagatti DZone Core CORE
· 3,450 Views · 4 Likes
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Engineering Production Agentic Systems: Part 3: The Topology
Learn how to design production-ready agentic AI systems with human-in-the-loop workflows, approval gates, loop controls, and safe termination strategies.
August 4, 2026
by Ram Ravishankar
· 2,590 Views · 1 Like
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Rethinking Java Design Patterns: From OOP to FP
This article aims to adopt a more systematic and practical approach to combining Java object-oriented principles in a functional style.
August 4, 2026
by Nicolas Duminil DZone Core CORE
· 7,315 Views · 9 Likes
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No Observability Tool Is the “Best”
There's no single "best" monitoring tool — like cars or pizza, "best" depends on your specific needs, budget, and skills.
August 3, 2026
by Leon Adato
· 1,744 Views · 2 Likes
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Why AI Testing Needs Confidence Scores, Not Just Pass/Fail Results
AI testing needs more than pass/fail results. Confidence scores reveal uncertainty, improve reliability, and enable trustworthy enterprise AI.
August 3, 2026
by Rajeshkumar Rajaseakaran Nair
· 2,651 Views · 4 Likes
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The Tectonic AI Platform: A Framework for Taming App Sprawl and Data Fragmentation
Vibe coding and AI-driven development often lead to application sprawl and data fragmentation. Using a Tectonic AI Platform framework can help.
August 3, 2026
by Saravanan Muniraj
· 1,712 Views · 3 Likes
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Five Layers Between Your AI Agent and a Production Outage
A single AI guardrail missed 18 of 60 dangerous actions. Five layers on AWS caught all of them, at 94% accuracy.
August 3, 2026
by Manvitha Potluri
· 1,546 Views · 2 Likes
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Moving Beyond MediatR
Is MediatR solving a foundational problem for you, or is it merely acting as boilerplate code that your native framework can already handle?
August 3, 2026
by Akash Lomas
· 1,019 Views · 1 Like
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Why Enterprise AI Agents Fail: A Runtime Data Governance Pattern for Reliable Answers
Why enterprise AI agents fail on production data, and a runtime governance pattern using data contracts, lineage signals, and guardrails to prevent it.
August 3, 2026
by Avinash Maddineni
· 3,107 Views · 4 Likes
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How to Break Up Swift Concurrency
A technical deep dive into how blocking GCD calls and hidden deadlocks exhaust the Swift cooperative pool. Learn how to write safe, deadlock-free async code.
August 3, 2026
by Pavel Andreev
· 1,134 Views · 1 Like
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Calling GCP From AWS Without Static Keys Using Open-Source MultiCloudJ
This guide demonstrates exchanging an AWS SigV4 Request for a GCP access token to enable secure, zero-trust communication between clouds using MultiCloudJ.
August 3, 2026
by Sandeep Pal
· 1,486 Views · 3 Likes
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Arrays in Java
Arrays in Java are fundamental data structures used to store elements of the same type sequentially in memory. They provide a convenient way to manage collections of data where each element is accessed by its index.
July 31, 2026
by Vincenzo Marrazzo
· 2,417 Views · 2 Likes
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FastAPI + Django in Production: Lessons From a Hybrid Stack
Learn how to combine Django and FastAPI, including async ORM pitfalls, thread and database connection issues, testing challenges, and practical solutions.
July 31, 2026
by Evgeniia Chibisova
· 1,752 Views · 4 Likes
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Your AI-Generated Reports Have No Paper Trail
Most data lineage tools stop tracking when an LLM generates output. This article explains the inference boundary gap and a framework to fix it.
July 31, 2026
by Sashank siwakoti
· 3,455 Views · 2 Likes
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Containerizing and Testing a Python Backtesting System With Docker and GitHub Actions
Learn how to containerize a Python backtesting system with Docker, automate testing with GitHub Actions, and improve reproducibility through versioned builds.
July 31, 2026
by Gillian Lu
· 2,493 Views · 3 Likes
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Deploying a Spring Boot Microservice on AWS Fargate: Lessons From the Outage That Forced Me to Get It Right
Deploy a production-ready Spring Boot microservice on AWS Fargate with Docker, ECS, ALB health checks, private subnets, secrets, CI/CD, and autoscaling.
July 31, 2026
by Vishal Rameshchandra Shah
· 2,931 Views · 5 Likes
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