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Latest Articles - DZone

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Building Cost-Efficient ETL with Apache Spark Structured Streaming
Smart tuning of Spark Structured Streaming — auto-scaling, checkpoint management, and efficient file formats — can cut ETL costs nearly in half while improving latency.
December 16, 2025
by harshraj bhoite
· 1,326 Views · 1 Like
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Chaos Engineering for Architects: Designing Systems That Embrace Failure
Breaking things on purpose so they don't break by accident in production; a practical guide to building resilient distributed systems
December 16, 2025
by Dinesh Elumalai DZone Core CORE
· 916 Views
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AI Data Storage: Challenges, Capabilities, and Comparative Analysis
Deep dive into the storage challenges in AI scenarios, critical storage capabilities, and comparative analysis of storage products.
December 15, 2025
by Rui Su
· 1,881 Views
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Streaming vs In-Memory DataWeave: Designing for 1M+ Records Without Crashing
MuleSoft’s default in-memory DataWeave can’t handle million-record files. Streaming solves this by processing data efficiently without OutOfMemory errors.
December 15, 2025
by Sree Harsha Meka
· 1,607 Views · 2 Likes
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Escaping the "Excel Trap": Building an AI-Assisted ETL Pipeline Without a Data Team
Escape Excel silos. Use GitHub Copilot to generate Python pipelines that transform static spreadsheets into dynamic dashboards without manual coding.
December 15, 2025
by Dippu Kumar Singh
· 1,991 Views
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[closed] DZone's 2025 Developer Community Survey
Calling all devs! Take our annual community survey and let your voice guide DZone in 2026.
December 15, 2025
by Carisse Dumaua
· 3,200 Views · 5 Likes
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From Metrics to Action: Adding AI Recommendations to Your SaaS App
Learn how to add AI recommendations to your SaaS app, turning telemetry data into actionable insights for smarter DevOps decisions.
December 15, 2025
by Vasanthi Jangala Naga
· 1,223 Views
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2026 IaC Predictions: The Year Infrastructure Finally Grows Up
Learn about the top 2026 cloud predictions, from AI-generated IaC to automated fixes and faster recovery, helping teams stay in control as automation grows.
December 15, 2025
by Aharon Twizer
· 1,769 Views
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Beyond Containers: Docker-First Mobile Build Pipelines (Android and iOS) — End-to-End from Code to Artifact
Docker handles Android builds end-to-end and iOS pre-build steps, enabling a hybrid CI pipeline. Run all prep inside Docker and use macOS only for final iOS builds.
December 15, 2025
by Swapnil Patil
· 2,219 Views
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The Agent Trap: Why AI's Autonomous Future Might Be Its Biggest Liability
Amid the hype surrounding agentic AI, smart teams must ask if their current systems are deploying flawlessly and consider incremental autonomy.
December 15, 2025
by Igboanugo David Ugochukwu DZone Core CORE
· 1,109 Views
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Ambient Agentic Systems – A New Era Begins
Real-time context awareness, intuitive interaction, and seamless IoT integration let ambient agentic systems overcome AI's limitations in scalability and UX.
December 15, 2025
by Manish Mishra
· 882 Views
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Virtual Threads in JDK 21: Revolutionizing Java Multithreading
The introduction of Virtual Threads in JDK 21 represents a major milestone for Java’s concurrency ecosystem. Understand the basics and best practices in this article.
December 15, 2025
by Jiwan Gupta
· 3,473 Views
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Zero Trust in CI/CD Pipelines: A Practical DevSecOps Implementation Guide
A quick guide to applying Zero Trust in CI/CD by removing static credentials, automating security checks, and enforcing safe deployments into Kubernetes/EKS.
December 12, 2025
by Praveen Chaitanya Jakku
· 3,236 Views · 3 Likes
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ITBench, Part 3: IT Compliance Automation with GenAI CISO Assessment Agent
The CISO Assessment Agent converts natural language compliance requirements into executable policies, enabling organizations to scale security operations.
December 12, 2025
by Yuji Watanabe
· 947 Views · 1 Like
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Secrets in Code: Understanding Secret Detection and Its Blind Spots
Even the best secret scanners miss valid tokens in open-source projects. This research shares data and practical tips for safer API-key design.
December 12, 2025
by Jayson DeLancey
· 3,006 Views · 2 Likes
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Synergizing Intelligence and Orchestration: Transforming Cloud Deployments with AI and Kubernetes
Leverage AI’s predictive analytics and automation with Kubernetes autoscaling and self‑healing to transform cloud deployments more efficiently.
December 12, 2025
by Sandeep Batchu
· 1,576 Views · 1 Like
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Blockchain Use Cases in Test Automation You’ll See Everywhere in 2026
Explore how blockchain transforms test automation in 2026 with secure logs, smart contracts, immutable data, compliance benefits, and industry-wide quality innovations.
December 12, 2025
by Scott Andery
· 1,747 Views · 1 Like
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The Observability Gap: Why Your Monitoring Strategy Isn't Ready for What's Coming Next
The increasing complexity of distributed applications and the observability data they generate creates challenges. Find out how you can close this observability gap.
December 12, 2025
by David Hope
· 922 Views · 1 Like
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How to Test POST Requests With REST Assured Java for API Testing: Part II
In this second part, learn how to use JSON Files, the Builder design pattern with the Datafaker library in Java, to test a POST API Request with REST Assured.
December 12, 2025
by Faisal Khatri DZone Core CORE
· 2,256 Views · 4 Likes
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Modern Blueprint for Privacy-First AI/ML Systems
Designing ML systems that protect privacy by design through on-device learning, ID-free experimentation, and federated intelligence.
December 12, 2025
by Arun Thomas
· 552 Views · 1 Like
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