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Latest Articles - DZone

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Design and Implementation of Cloud-Native Microservice Architectures for Scalable Insurance Analytics Platforms
How cloud-native microservices transform insurance analytics by enabling scalability, real-time processing, and seamless modernization of legacy platforms.
January 23, 2026
by Afroz Mohammad
· 1,961 Views · 1 Like
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The Future of AI Integration: Why Model Context Protocol Is the New API
A deep dive into how the Model Context Protocol (MCP) redefines AI interoperability by standardizing the way agents connect to tools and data sources.
January 23, 2026
by Padmanabham Venkiteela
· 1,336 Views
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Scaling PostgreSQL Reads: Implementing Read-Your-Write Consistency Using WAL-Based Replica Routing
Read-your-write consistency via WAL LSN tracking. Route reads to replicas only when they've caught up to the user's last write. 62% less CPU, 50% cheaper.
January 22, 2026
by Saumya Tyagi
· 2,409 Views · 4 Likes
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Feature Flags and Safe Rollouts With Azure App Configuration for Large SPA Teams
Feature flags and safe rollouts with Azure App Configuration for large SPA teams, hands-on setup, core principles, TypeScript code for backend and frontend.
January 22, 2026
by Hanna Labushkina
· 1,716 Views
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Agentic AI with Bedrock and DynamoDB Integration
This article walks through how to build an Agentic AI customer service agent using Amazon Bedrock, DynamoDB, and AWS Lambda via Boto3.
January 22, 2026
by Balakumaran Sugumar
· 3,775 Views · 1 Like
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Efficient Sampling Approach for Large Datasets
In this article, we will learn about the central limit theorem and how it helps with random sampling in big-data-related problems.
January 22, 2026
by Rajesh Vakkalagadda
· 1,161 Views
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Automating Visual Brand Compliance: A Multimodal LLM Approach
Manual review of marketing assets for brand consistency is a bottleneck. Here is an architectural pattern for building a compliance tool using Multimodal LLMs and Python.
January 22, 2026
by Dippu Kumar Singh
· 2,083 Views
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Why Semantic Layers Matter in Analytics: A Deep Dive into RAG Design
Analytics assistants/chatbots should trust the semantic layer — not documents. Retrieve metric definitions, run governed SQL, and attach an audit bundle to every KPI.
January 22, 2026
by Anusha Kovi DZone Core CORE
· 1,340 Views · 1 Like
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Data Engineering: Strategies for Data Retrieval on Multi-Dimensional Data
A comparative look at partitioning, indexing, clustering, and ordering techniques to match retrieval strategies with real-world query needs.
January 22, 2026
by Avi Yehuda
· 1,308 Views
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MCP Isn't Just Convenience; It's a Security Problem and a Governance Opportunity
MCP makes LLM tool access easy and turns it into a bigger security surface. Treat it like infrastructure: least privilege, tight tool scope, and strong audit logs.
January 22, 2026
by Sai Teja Erukude
· 3,642 Views
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Refactoring a Legacy React Monolith With Autonomous Coding Agents
A step-by-step guide to building multi-agent AI workflows with LangGraph that can analyze, plan, code, test, and review the refactoring of a legacy React monolith.
January 22, 2026
by Rajiv Gadda
· 2,116 Views
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The Future of Data Streaming with Apache Flink for Agentic AI
Flink and Kafka enable real-time agentic AI by streaming fresh data and model context via the MCP standard for intelligent actions at scale.
January 21, 2026
by Kai Wähner DZone Core CORE
· 2,013 Views
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An Automated Inventory Pattern for Managing AWS EC2
Here is a practical automation pattern using Python, Boto3, and Pandas to visualize your AWS EC2 inventory without expensive SaaS tools.
January 21, 2026
by Dippu Kumar Singh
· 1,724 Views
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Where AI Fits and Fails in Workday Integrations
AI enhances Workday integrations by improving mapping, testing, and monitoring, but it fails when used without human oversight, domain expertise, and strong governance.
January 21, 2026
by Suresh Kurapati
· 2,456 Views · 1 Like
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RAG Architectures AI Builders Should Understand
Learn how retrieval, filtering, generation, and operations work together to deliver current, private, and verifiable answers instead of fluent guesses.
January 21, 2026
by Damil Shahzad
· 3,336 Views
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The No-Buffering Strategy: Streaming Search Results
Streaming search delivers fast results immediately while slower ones load, dramatically improving perceived user speed and responsiveness.
January 21, 2026
by VIVEK KATARYA
· 1,702 Views
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MERGE and Liquid Clustering: Common Performance Issues
A practical look at common pitfalls and performance challenges when using MERGE operations on liquid-clustered Delta tables, and how to avoid them.
January 21, 2026
by Avi Yehuda
· 1,643 Views
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Why High-Availability Java Systems Fail Quietly Before They Fail Loudly
High-availability Java systems usually fail gradually. Early warning signs appear across correlated JVM metrics long before outages, but static alerts miss them.
January 21, 2026
by Krishna Kandi
· 2,467 Views · 2 Likes
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Multimodal AI Architecture: Unifying Vision, Text, and Sensor Intelligence
Most Android AI features stay single-modal; this architecture fuses vision, text, and sensor inputs to deliver smarter, context-aware, privacy-conscious experiences.
January 21, 2026
by Mohan Sankaran
· 1,571 Views · 5 Likes
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AI-Driven Autonomous CI/CD for Risk-Aware DevOps
AI-driven autonomous CI/CD pipelines enable risk-aware DevOps by predicting failures, reducing downtime, improving reliability, and lowering cognitive load for SREs.
January 21, 2026
by Oreoluwa Omoike
· 1,219 Views
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