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Latest Articles - DZone

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AI in Software Architecture: Hype, Reality, and the Engineer’s Role
AI won’t replace engineers—it shifts their role. It boosts speed but adds complexity, debt, and review cost. Advantage goes to those who use it critically.
May 5, 2026
by Otavio Santana DZone Core CORE
· 2,016 Views · 1 Like
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How We Diagnosed a Hidden Scheduler Failure in a Docker Swarm Cluster Serving 2 Million Users
A real production incident in a Docker Swarm cluster — how a routine service update triggered a silent scheduler failure, and how we uncovered it.
May 5, 2026
by Denis Tiumentsev
· 1,755 Views · 1 Like
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AI Didn't Replace Seniors; It Just Made Them the Bottleneck
The code generation era shipped a paradox: faster output, slower understanding, and a talent pipeline headed for collapse.
May 5, 2026
by Abgar Simonean
· 2,300 Views · 2 Likes
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Evolving Spring Boot APIs to an Event-Driven Mesh
Learn to transform Spring Boot REST APIs into an event-driven architecture by utilizing Kafka, RabbitMQ, or NATS to enhance scalability, resilience, and responsiveness.
May 5, 2026
by Lavi Kumar
· 1,519 Views · 1 Like
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Goodbye Mono: Why Unity is Switching to CoreCLR
By 2026, Unity 6.8 will replace its legacy Mono fork with CoreCLR and .NET 10. This update eliminates slow Domain Reloads for instant code iteration.
May 4, 2026
by Denis Kondratev
· 2,309 Views
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Mastering Kubernetes to Maximize Your Cloud Potential
Understanding Kubernetes architecture through seven critical layers: storage, compute, networking, observability, security, dev tools, and CI/CD.
May 4, 2026
by Jaswinder Kumar
· 1,832 Views · 2 Likes
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AgentOps: The Next Evolution of DevOps for AI-Driven Systems
Explore AgentOps, the next evolution of DevOps for AI systems, enabling scalable, observable, and safe deployment of autonomous AI agents.
May 4, 2026
by Dennis Helfer
· 1,889 Views
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Cost Is an SLI: Why Your System Is “Healthy” but Burning Cash
Runaway cloud spend hides in healthy systems — driven by poor cost visibility, idle resources, and scaling inefficiencies. Fix it with cost-per-request metrics.
May 4, 2026
by David Iyanu Jonathan
· 1,694 Views
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Securing the IT and OT Boundary in Geospatial Enterprise Systems
Enterprise GIS platforms blend IT & OT, offering vital operational insight. To protect critical systems, secure the boundary with zero-trust principles and segmentation.
May 4, 2026
by Emily Newton
· 1,757 Views
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Integrating AI-Driven Decision-Making in Agile Frameworks: A Deep Dive into Real-World Applications and Challenges
AI + Agile boosts workflows via adaptability, retrospectives, and automation. Biggest gains come with human oversight, despite skills gaps and lack of standards.
May 4, 2026
by Abhijit Roy
· 2,278 Views · 2 Likes
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End-to-End Data Migration to S/4HANA Using LTMOM, ABAP Transformations and Validation Scripts
Migration Cockpit loads data, LTMOM handles custom transformations. Always simulate first and reconcile after — or you’ll find errors in production.
May 4, 2026
by Deepika Paturu
· 1,464 Views
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Performance Optimization Techniques in Flutter 3.41 for Mobile App Development
Flutter 3.41 continues to improve rendering efficiency and developer tooling, but building high-performance mobile apps still depends on how developers structure the UI.
May 4, 2026
by Muhammed Harris Kodavath
· 1,580 Views · 2 Likes
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Building Fault-Tolerant Kafka Consumers in Spring Boot Using Retry, DLQ, and Idempotent Code Patterns
Retry transient failures, route poison messages to a DLQ, and deduplicate with a DB table three layers that turn a fragile Kafka consumer into a fault tolerant one.
May 4, 2026
by Mallikharjuna Manepalli
· 2,233 Views · 1 Like
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Understanding MCP Architecture: LLM + API vs Model Context Protocol
PDF chatbot demo comparing LLM+API vs MCP: direct calls are simple for one app; MCP adds a server layer for tool discovery, reuse, and standardization.
May 1, 2026
by Sanjay Mishra
· 4,644 Views · 3 Likes
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How to Log HTTP Incoming Requests in Spring Boot
In this article, you will learn how to log incoming requests in Spring Boot, using the class CommonsRequestLoggingFilter, through some simple configuration steps.
May 1, 2026
by Mario Casari
· 2,651 Views · 3 Likes
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Unlocking Smart Meter Insights with Smart Datastream
Platform turning complex smart meter data into usable, real-time insights via APIs — enabling scalable analytics, efficiency, and smarter energy decisions.
May 1, 2026
by Muhammad Rizwan
· 2,498 Views · 18 Likes
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Designing a Production-Grade Multi-Agent LLM Architecture for Structured Data Extraction
Find out how a multi-agent LLM system overcomes the unreliability of single-LLM extraction when processing large volumes of documents for structured data.
May 1, 2026
by Haricharan Shivram Suresh Chandra Kumar
· 2,645 Views
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Why Playwright Gets Blocked After 200 Requests (And What To Do About It)
Playwright scrapers fail after 200 requests because anti-bot systems cross-reference browser fingerprints against network identity. CDP config and proxy fix.
May 1, 2026
by Josh Mellow
· 2,500 Views
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Bucket4j + Infinispan: A Deep Dive Into Implementation
This deep dive explores integrating Bucket4j with Embedded Infinispan to implement a distributed rate limiter with logic execution directly on the data-owning node.
May 1, 2026
by Arkadii Osheev
· 2,050 Views · 2 Likes
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6 Integration Patterns That Look Good on Paper and What Happens When They Hit Production
This article explores six commonly used enterprise integration patterns, the real world risks and the practical controls to build resilient systems.
May 1, 2026
by Priyanka Jayavel
· 2,069 Views · 1 Like
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