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Latest Articles - DZone

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Understanding Multimodal Applications: When AI Models Work Together
Multimodal AI systems process multiple data types and their relationships simultaneously. Building multimodal capabilities should be a key focus for modern developers.
December 16, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 1,745 Views · 1 Like
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How We Predict Dataflow Job Duration Using ML and Observability Data
How Real-Time Observability Signals and Cloud-Native ML Models Improve Runtime Forecasting, Capacity Planning, and Operational Efficiency in Dataflow Pipelines
December 16, 2025
by Deepika Singh
· 1,370 Views
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Building Your Tech Career Like Code: A Systematic AI Approach
Instead of chasing job postings, treat your career like engineering a system: analyze data, define requirements, build a roadmap, validate, and measure progress.
December 16, 2025
by Kevin Jeter
· 1,979 Views · 1 Like
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Parallel Paths and Possibilities to Gen AI for Developers: The Saga of Two Stacks Unfolded via Building a RAG Application in Tandem
GenAI is reshaping apps, with Python leading in ML, and Java catching up via Spring AI. RAG demos bridge the AI gap with hybrid, scalable, and intelligent solutions.
December 16, 2025
by Soham Sengupta
· 1,720 Views · 1 Like
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How Synthetic Data Generation Accelerates the Software Development Lifecycle in the Enterprise
As enterprises move to data orchestration, synthetic data is emerging to enable digital speed. It transforms privacy from a compliance checkbox into a creative force.
December 16, 2025
by Yash Mehta
· 1,324 Views · 1 Like
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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
· 1,449 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
· 1,327 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
· 2,049 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
· 1,755 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
· 2,225 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
· 3,640 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
· 1,398 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
· 2,010 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
· 2,623 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
· 1,248 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
· 970 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
· 3,775 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
· 3,477 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
· 1,061 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
· 3,297 Views · 2 Likes
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