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Latest Articles - DZone

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Kubernetes for DevOps Engineers: Mastering Modern Patterns
Kubernetes v1.35 marks a turning point: cgroups v1 is deprecated, Ingress-NGINX is retiring, and Gateway API becomes the ingress standard.
March 2, 2026
by Parthiban Rajasekaran
· 1,265 Views · 1 Like
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Hands-On with Azure Local via the Azure Portal
This guide explains how to deploy LocalBox with Azure Bicep and create Azure VMs, covering setup, networking, images, and deployment without physical hardware.
March 2, 2026
by Sanjeev Kumar
· 1,547 Views
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Agentic AI: An Architecture Blueprint for Intelligent Clients
Agentic AI turns Android apps into intelligent clients that understand user goals, plan multi-step tasks, and call tools safely.
March 2, 2026
by Mohan Sankaran
· 1,395 Views · 2 Likes
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Code Rewriting With AI and TDD
Exploring the use of TDD and AI to rewrite projects with architectural debt, and how TDD in these cases can be a guardrail against hallucinations.
March 2, 2026
by Baubak Gandomi
· 2,187 Views
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Mastering the AWS Well-Architected AI Stack: A Deep Dive into ML, GenAI, and Sustainability Lenses
Use AWS’s ML, GenAI, and Sustainability lenses together to build AI systems that are production-ready, governed, cost-efficient, and energy-efficient.
February 27, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,818 Views · 1 Like
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Hot Data: Where Real-Time Insight Begins
Processing hot data has significant value in the modern age, as it enables businesses to make instant decisions with low-latency, fault-tolerant, real-time systems.
February 27, 2026
by Gautam Goswami DZone Core CORE
· 2,133 Views
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Rethinking Java Web UIs With Jakarta Faces and Quarkus
Do enterprise-grade Java applications really need heavy JavaScript libraries? This is the question to which we'll be trying to answer here.
February 27, 2026
by Nicolas Duminil DZone Core CORE
· 2,936 Views · 10 Likes
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End-to-End Automation Using Microsoft Playwright CLI
Learn how Microsoft Playwright CLI enables token-efficient, scalable browser automation for AI coding agents, improving performance and reducing costs.
February 27, 2026
by Kailash Pathak DZone Core CORE
· 2,946 Views
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Why Retries Are More Dangerous Than Failures
Retries can amplify failures into outages. Use backoff, circuit breakers, idempotency, load shedding, and observability to keep systems stable under pressure.
February 27, 2026
by David Iyanu Jonathan
· 2,635 Views · 1 Like
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Backlog Black Hole: Engineering a Semantic Triage Engine at Scale
Learn to reduce duplicate bug reports with semantic search: embeddings, FAISS, and GPT-4o streamline triage, saving engineers hours on large ticket backlogs.
February 27, 2026
by Nishant Jain
· 1,200 Views
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Big Cloud Still Runs Most Containers on VMs; What Does that Mean for the Rest of Us?
While many developers run containers on bare metal in development, in production, it's almost all VMs. What does this mean for the broader cloud landscape?
February 27, 2026
by Chris Ward DZone Core CORE
· 1,888 Views
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Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration
Bridge the gap between Big Data and production ML. Learn to integrate Azure Databricks with Azure Machine Learning for a seamless, scalable end-to-end MLOps workflow.
February 27, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,376 Views
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Similarity Search on Tabular Data With Natural Language Fields
Let us break down relational data silos with vector embeddings, unifying numerical, categorical, and natural-language fields into one semantic representation.
February 27, 2026
by CORRADO DE BARI
· 1,021 Views
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AWS Bedrock vs. SageMaker: Choosing the Right GenAI Stack in 2026
Deciding between Bedrock's serverless ease and SageMaker's deep control? This guide breaks down the 2026 AWS GenAI landscape for you.
February 26, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,582 Views · 1 Like
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I Watched an AI Agent Fabricate $47,000 in Expenses Before Anyone Noticed
This explores AI agent failures with organizations deploying autonomous systems faster than their governance, monitoring, and security controls can safely support.
February 26, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 2,348 Views
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The Hidden Cost of Custom Logic: A Performance Showdown in Apache Spark
A deep dive into PySpark UDF performance, showing why standard Python UDFs slow pipelines and when to use Pandas UDFs or native Spark functions instead.
February 26, 2026
by Abhilash Rao Mesala
· 1,811 Views
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Terraform AWS Provider Explained Like You’re Five (With Real Code)
Terraform is an Infrastructure as Code tool that allows teams to define AWS infrastructure using declarative configuration files instead of manual console clicks.
February 26, 2026
by Ankush Madaan
· 1,511 Views
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A Practical Guide to Building Generative AI in Java
Genkit Java makes building generative AI features in Java finally simple. With typed inputs/outputs, structured LLM responses, built-in observability, a powerful DevUI.
February 26, 2026
by Xavier Portilla Edo DZone Core CORE
· 3,243 Views · 3 Likes
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Zero-Trust Cross-Cloud: Calling AWS From GCP Without Static Keys Using MultiCloudJ
This guide demonstrates exchanging Google ID tokens for temporary AWS STS credentials to enable secure, zero-trust communication between clouds using MultiCloudJ.
February 26, 2026
by Sandeep Pal
· 1,547 Views · 3 Likes
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Intelligent Load Management for LLM Calls: From Static Rate Limits to Priority-Aware "Agent QoS"
Use a fair, priority-based tool scheduler instead of static rate limits, leveraging concurrency caps, signals, abort rules, and safe degradation.
February 26, 2026
by Anusha Kovi DZone Core CORE
· 1,093 Views
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