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Latest Articles - DZone

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Spring Boot Done Right: Lessons From a 400-Module Codebase
Apereo CAS is one of the largest open-source Spring Boot applications in production. Learn about seven battle-tested patterns from its codebase that will improve yours.
May 5, 2026
by Dmitriy Kopylenko
· 2,383 Views · 5 Likes
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Engineering LLMOps: Building Robust CI/CD Pipelines for LLM Applications on Google Cloud
Master LLMOps on GCP by automating prompt evaluation, model deployment, and monitoring with Cloud Build and Vertex AI for robust AI apps.
May 5, 2026
by Jubin Abhishek Soni DZone Core CORE
· 2,022 Views
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Beyond n8n for Workflow Automation: Agent Graphs as Your Universal Agent Harness
Agent graphs let you visualize multi-agent workflows in LaunchDarkly, monitor node performance, and fix slow agents without redeploying.
May 5, 2026
by Scarlett Attensil
· 1,775 Views · 1 Like
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Setting Up Claude Code With Ollama: A Guide
Claude Code is a terminal-based AI coding assistant by Anthropic that can integrate with Ollama for local model inference.
May 5, 2026
by Gunter Rotsaert DZone Core CORE
· 3,476 Views · 3 Likes
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Modernization Is Not Migration
CI/CD-driven modernization of data platforms, improving release speed, observability, and reliability through automation, parallelization, and job-level telemetry.
May 5, 2026
by vaibhav Sharma
· 1,882 Views
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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
· 2,159 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
· 1,879 Views · 2 Likes
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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
· 2,513 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
· 1,592 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
· 2,680 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
· 1,907 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
· 1,955 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
· 1,769 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
· 1,817 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
· 2,375 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
· 1,688 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
· 1,635 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
· 2,402 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
· 4,805 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
· 2,718 Views · 3 Likes
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