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Latest Articles - DZone

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Agentic AI in Cloud-Native Systems: Security and Architecture Patterns
Agentic AI adds autonomy to cloud-native systems, enabling provisioning and remediation. Learn about risks and patterns to secure safe adoption.
December 18, 2025
by Harvendra Singh
· 1,045 Views · 1 Like
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Momento Migrates Object Cache as a Service to Ampere® Altra®
Momento provides a serverless caching service that reduces operational complexity and delivers low-latency caching for cloud applications.
December 17, 2025
by Dave Neary
· 991 Views · 3 Likes
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Why Your AI Transformation is Broken
What digital transformation taught us and how applying those lessons can restore focus and momentum to your AI transformation strategy.
December 17, 2025
by Jason Bloomberg
· 1,246 Views · 3 Likes
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CMDB vs. IT Asset Management: Why Confusing Them Can Break Your IT Operations
Why mixing up CMDB and IT Asset Management can quietly cripple IT operations, and how to get them working together with true, frictionless alignment.
December 17, 2025
by Atish Kumar Dash
· 1,456 Views · 1 Like
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Engineering Smart Prefetch: Search With Foresight
Smart Prefetching anticipates user queries to prefetch results, reducing perceived latency and improving search responsiveness through adaptive, efficient prediction.
December 17, 2025
by VIVEK KATARYA
· 851 Views · 1 Like
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How AI Search Solves the Problem of Working With Unstructured Data
Up to 90% of business data is unstructured. AI search uses NLP and semantic understanding to interpret user intent and find conceptually similar content.
December 17, 2025
by Sergey Laptick
· 969 Views · 2 Likes
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Model Context Protocol: The Missing Layer in Agentic AI
How the Model Context Protocol is becoming the foundational layer that enables AI agents to interact with tools, systems, and data consistently and at scale.
December 17, 2025
by Atish Kumar Dash
· 1,110 Views · 1 Like
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Agentic AI Design Patterns and Principles: Building Autonomous, Collaborative Systems
Explore how Agentic AI design principles and patterns turn static automation into adaptive, goal-driven systems that can reason, learn, and collaborate.
December 17, 2025
by Devdas Gupta
· 2,223 Views · 2 Likes
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Post-AGI Architecture: From the Monolithic Myth to the Paradigm of Augmented Collective Intelligence
This article provides a critical analysis of Gartner’s 2025 innovation vectors, separating the conjecture of superintelligence from industrial reality.
December 17, 2025
by Frederic Jacquet DZone Core CORE
· 1,515 Views · 1 Like
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The Importance of Critical Thinking in Software Testing
Explore the reasons why critical thinking is important in software testing and learn practical tips to strengthen and apply them effectively.
December 17, 2025
by Faisal Khatri DZone Core CORE
· 1,091 Views · 1 Like
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What Apple’s Native Containers Mean for Docker Users
Run Linux containers natively on macOS 26. Apple’s new runtime removes Docker’s background VM for faster startups, tighter security, and smoother networking.
December 16, 2025
by Sylvain Kalache
· 7,021 Views · 4 Likes
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Event-Driven Architecture's Dark Secret: Why 80% of Event Streams Are Wasted Resources
Your Kafka topics are bleeding money. Default retention, universal idempotency checks, and unmanaged DLQs waste 80% of event stream resources without anyone noticing.
December 16, 2025
by Dinesh Elumalai DZone Core CORE
· 3,184 Views · 8 Likes
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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
· 1,455 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
· 1,195 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
· 1,767 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
· 1,244 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
· 1,144 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
· 1,251 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
· 831 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
· 1,773 Views
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