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Latest Articles - DZone

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Building a Voice-Controlled Graph Assistant With Neo4j, LiveKit, and OpenAI
Build a voice assistant that lets you ask natural-language questions to a Neo4j graph database and hear the answers spoken back.
July 27, 2026
by Akmal Chaudhri DZone Core CORE
· 2,239 Views
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Securing Model Context Protocol Servers: 4 Gates From Code to Production
Secure MCP servers against prompt injection, data leaks, and denial-of-wallet with four practical, OWASP-aligned gates from code to production. Runnable code.
July 24, 2026
by Viquar Khan
· 3,734 Views · 2 Likes
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Engineering Production Agentic Systems: Part 1: The Pipeline
Learn how to engineer production-ready AI agent context with a five-stage pipeline for retrieval, enrichment, verification, compression, and prompt injection.
July 24, 2026
by Ram Ravishankar
· 2,674 Views
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Building a Runtime Control Plane for Agentic AI: Lessons From Shipping Real Agents in Production
Practical patterns, code examples, and hard-earned lessons from implementing enforceable guardrails around autonomous agents in real enterprise environments.
July 24, 2026
by Geetha Sreenivasa Rao Repalle
· 3,387 Views · 2 Likes
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Lift-and-Shift vs. Modernize: A Decision Framework for Enterprise Workloads
This five-question framework helps you decide for each workload whether to rehost, re-platform, or rebuild before you migrate.
July 24, 2026
by Srinivasarao Thumala
· 3,774 Views · 1 Like
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Building Production-Grade Semantic Search With GPT-5 and Microsoft Foundry, From Scratch
Learn key concepts like embeddings, vector search, chunking, hybrid search, semantic ranking, and how these pieces fit into a scalable, enterprise-grade AI application.
July 24, 2026
by Jubin Soni, FBCS DZone Core CORE
· 2,295 Views
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One of Waterfall's Most Resilient Artifacts
Learn about why QA-as-a-phase persists, the costs it creates, and how teams can transition to continuous quality across the software development lifecycle.
July 24, 2026
by Stelios Manioudakis DZone Core CORE
· 3,617 Views · 3 Likes
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Engineering Production Agentic Systems: An Introduction
Explore a three-part field manual on building reliable production AI agents through context engineering, guardrails, and human-in-the-loop architecture.
July 24, 2026
by Ram Ravishankar
· 2,671 Views · 1 Like
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From APIs to Agents: How Back-End Engineering is Evolving in 2026
Back-end engineering is moving from static APIs to autonomous, AI-driven agents that can plan, decide, and act—not just respond to requests.
July 24, 2026
by Nathan Smith
· 2,505 Views · 1 Like
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The Rise of Agentic SRE: Humans, Agents, and Reliability
Agentic SRE speeds up incident response, but it also requires clear guardrails, strong observability, and human oversight.
July 23, 2026
by Neel Shah
· 4,055 Views · 1 Like
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How to Build Living AI Coding Assistants With Quarkus Agent MCP
Supercharge local development with the standalone Quarkus Agent MCP server, allowing AI assistants to run, monitor, and debug Java applications.
July 23, 2026
by Daniel Oh DZone Core CORE
· 3,692 Views · 3 Likes
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Avoid 10 Pitfalls of Overautomation in Software Development
Pitfalls of overautomation include automating a flawed process, relying only on automated security triggers, automating with unclean data, and more.
July 23, 2026
by Zac Amos
· 2,842 Views · 1 Like
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Why AI-Generated Code Fails Security Reviews 45% of the Time
AI coding tools produce security flaws in 45% of outputs, yet developers trust the code more despite no security gains in two years.
July 23, 2026
by sunil paidi
· 2,946 Views
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Stop Writing If-Else Spaghetti: Architecting Cleaner Java with the Strategy Pattern
Stop writing messy nested conditionals. Learn how to combine Java Enums, Functional Interfaces, and Spring to build a scalable Strategy Pattern.
July 23, 2026
by Rahul Tewari
· 6,771 Views · 3 Likes
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AI and Agentic: Promise, Peril, and Predictability
As the use of AI and agentic AI grows, organizations need to implement strong governance and guardrails to protect their users and themselves.
July 23, 2026
by Bikram Sinha
· 3,753 Views
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Treat Your AI's Output Like User Input
AI's output is untrusted input. Validate it, fence it in, and never hand it raw to anything that can do damage — the same reflex you already have for form data.
July 23, 2026
by Naveen Birru
· 2,080 Views
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API Testing Frameworks: How to Pick the Right One and Actually Use It Well
Learn how to choose the right API testing framework, including REST Assured, Supertest, pytest, Postman, Karate, and Keploy, for better API test automation.
July 23, 2026
by Himanshu Mandhyan
· 2,712 Views · 1 Like
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How to Build a Solid Test Pipeline in the Era of Agentic AI Development
Learn to build a strong testing pipeline to ensure code quality, as in enterprises today most code is generated by AI agents at a huge volume and scale.
July 22, 2026
by Sai Rakshit Yerram
· 4,439 Views · 2 Likes
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Why MCP Servers Lose Session State Behind Load Balancers
Moving an MCP server behind a load balancer changes how sessions behave, and can break long-running tool calls without obvious errors.
July 22, 2026
by Tanushree Das
· 4,364 Views · 2 Likes
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Refresh Token Rotation in Node.js: Stopping Token Theft Without Logging Users Out
Implementing refresh token rotation with reuse detection, a pattern that limits the damage of a stolen token while keeping legitimate users logged in.
July 22, 2026
by Bilal Azam
· 2,387 Views
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