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Latest Articles - DZone

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How AI Is Rewriting Full-Stack Java Systems: Practical Patterns with Spring Boot, Kafka and WebSockets
Decouple heavy processing with Spring Boot, Kafka, and WebSockets: AI consumers analyze events asynchronously, while WebSockets deliver real-time insights to users.
May 8, 2026
by Ramya vani Rayala
· 3,022 Views · 1 Like
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The Data Warehouse Concurrency Playbook: Surviving the "Super Bowl" Moment
Classify requests (dashboards vs exploration/jobs), cap and prioritize concurrency, and fall back to cache/rollups so critical dashboards stay responsive during spikes.
May 8, 2026
by Anusha Kovi DZone Core CORE
· 2,217 Views
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How to Make Software Team Deliver More, Faster and Better #1 - The Team Toolset
This article explains how to enable your teams to deliver faster, better, and more — using effective people and team management tools.
May 8, 2026
by Georgi V. Georgiev
· 1,346 Views
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The Death of "Text-Only" ChatOps: Why Google's A2UI Matters for DevOps and SRE
Google’s A2UI lets AI agents send secure JSON blueprints that render native, interactive UIs, replacing ChatOps text walls with click-to-act ops workflows.
May 8, 2026
by Deneesh Narayanasamy
· 2,162 Views
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How to Implement AI Agents in Rails With RubyLLM
Learn how to implement your first AI agents with the help of RubyLLM. Define a chat interface with access to a set of SERP tools that LLM models can use in their work.
May 7, 2026
by Josef Strzibny
· 2,136 Views · 2 Likes
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Why Your RAG Pipeline Will Fail Without an MCP Server
RAG was supposed to fix hallucinations. Instead, it quietly introduced a new class of production failures nobody warned you about.
May 7, 2026
by Jaswinder Kumar
· 2,512 Views · 1 Like
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Identity Security in the Age of Agentic AI: What Engineers Need to Know
A practical guide to why traditional identity systems break with agentic AI, and what engineers need to architect differently.
May 7, 2026
by Ashly Joseph
· 2,280 Views · 1 Like
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Securing CI/CD Pipelines Against Supply Chain Attacks: Why Artifacts and Dependencies Matter More Than Ever
This article explains how placing the right security controls turns CI/CD from an implicit trust engine into a verifiable delivery system.
May 7, 2026
by Ifeoma Eleweke
· 2,569 Views
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From Compliance Pipes to Data Streams: Modernizing Healthcare EDI for Strategic Value
The real cost of black-box EDI isn’t fees — it’s missed opportunities. Here’s how to turn healthcare data flow into a strategic asset.
May 7, 2026
by Naga Sai Mrunal Vuppala
· 2,351 Views
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Designing Self-Healing AI Infrastructure: The Role of Autonomous Recovery
Distributed AI systems fail faster than humans can respond, making traditional response insufficient. Self-healing systems use telemetry and automation to recover early.
May 7, 2026
by Sayali Patil
· 4,980 Views · 5 Likes
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Why AI Forces a Rethink of Everything We Know About Software Security
AI-driven development expands attack surfaces; this article shows how continuous security, zero trust, and runtime enforcement scale DevSecOps in AI pipelines.
May 7, 2026
by Apostolos Giannakidis DZone Core CORE
· 2,919 Views · 1 Like
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Responsible AI Is an Engineering Problem, not a Policy Document
Responsible AI is an engineering problem and not a policy document. It must be mandatory to ensure AI systems are designed, built, and used responsibly.
May 7, 2026
by Indirakumar Rajendiran
· 1,591 Views
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Production Checklist for Tool-Using AI Agents in Enterprise Apps
Tool-using AI agents are production software. The same ops discipline applies, but some traditional assumptions quietly break.
May 7, 2026
by Pier-Jean MALANDRINO DZone Core CORE
· 3,449 Views · 1 Like
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How to Test PUT API Request Using REST-Assured Java
This tutorial demonstrates how to test PUT requests with REST Assured in Java for API testing, including code examples to update data.
May 7, 2026
by Faisal Khatri DZone Core CORE
· 2,212 Views · 3 Likes
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Reactive Ops to Autonomous Infrastructure: How Agentic AI Is Redefining Modern DevOps
Agentic AI transforms DevOps from reacting to incidents to systems that understand, decide, and act on their own, reducing toil and enabling autonomous infrastructure.
May 7, 2026
by Venkatesan Thirumalai
· 1,833 Views
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KV Cache Implementation Inside vLLM
vLLM's KV cache is a virtualized memory system built on reusable blocks and prefix-aware scheduling that enables efficient, scalable LLM inference.
May 7, 2026
by Bhala Ranganathan DZone Core CORE
· 4,239 Views
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I Gave Gemini 3 My Worst Legacy Code — Here’s What Happened
Feeding legacy code to Gemini 3 reveals key refactoring lessons: prioritize modularity, decouple logic, and use AI to automate unit tests.
May 7, 2026
by Jubin Soni, FBCS DZone Core CORE
· 3,060 Views · 1 Like
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Comparing Top Gen AI Frameworks for Java in 2026
A practical, in-depth comparison of the top Generative AI frameworks for Java in 2026: Genkit Java, Spring AI, LangChain4j, and Google ADK
May 7, 2026
by Xavier Portilla Edo DZone Core CORE
· 3,906 Views · 4 Likes
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Context Density: How to Survive the AI Tidal Wave
As AI matures, how can humans continue to contribute value? Context density gives us the answer to the roles humans can continue to play.
May 7, 2026
by Jason Bloomberg
· 2,709 Views · 1 Like
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When Retries Become a Denial-of-Wallet
Retries can silently DDoS your wallet — amplifying failures into massive costs. Without limits, jitter, and circuit breakers, “resilience” becomes self-inflicted damage.
May 6, 2026
by David Iyanu Jonathan
· 4,348 Views · 1 Like
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