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Latest Articles - DZone

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Your Product Doesn’t Need Another AI Feature; It Needs an AI Guardrail
Learn why adding AI isn’t always better and how guardrails ensure safe, trustworthy, and user-focused AI features in your products.
January 15, 2026
by Erioluwa Asiru
· 1,062 Views
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Integrating AI-Enhanced Microservices in SAFe 5.0 Framework
Explore how AI serves as a lean portfolio ally to enhance value stream performance, reduce noise, and automate tasks.
January 14, 2026
by Abhijit Roy
· 1,699 Views · 2 Likes
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What Actually Breaks When LLM Agents Hit Production — And How Amazon's Agent Core Fixes It
The future of LLM agents is not better reasoning — it's better engineering. This article explains why and how structured engineering turns agents into reliable systems.
January 14, 2026
by Haymang Ahuja
· 1,251 Views · 1 Like
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Designing Chatbots for Multiple Use Cases: Intent Routing and Orchestration
Effective multi-use-case chatbots depend on strong intent routing, context-aware orchestration, tailored LLM parameters, and evaluation.
January 14, 2026
by Vinayak Prasad
· 4,221 Views · 1 Like
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Reducing the Cost of Agentic AI: A Design-First Playbook for Scalable, Sustainable Systems
Explore how design-first architecture reduces the cost of Agentic AI by preventing unbounded reasoning and unnecessary agent execution.
January 14, 2026
by Devdas Gupta
· 1,382 Views · 1 Like
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The Art of Idempotency: Preventing Double Charges and Duplicate Actions
Idempotency ensures reliability by making repeated operations safe — executing once or many times yields the same result.
January 14, 2026
by Bharath Kumar Reddy Janumpally
· 4,808 Views · 1 Like
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Why Browsers Are the Weakest Link in Zero Trust Architectures
Why Zero Trust architectures fail when browsers are left unsecured — and how to make the browser a strong security control point
January 14, 2026
by Atish Kumar Dash
· 1,116 Views · 1 Like
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Unit Testing SQL Queries Across Multiple Database Platforms
A practical guide with SQL Testing Library and type-safe contracts using Pydantic models that validate types, constraints.
January 14, 2026
by Gurmeet Saran
· 8,564 Views · 3 Likes
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How to Secure a Spring AI MCP Server with an API Key via Spring Security
Discover how to protect your Spring AI MCP server with an API key, including clear instructions, sample code, and recommended security practices.
January 14, 2026
by Horatiu Dan DZone Core CORE
· 3,802 Views · 7 Likes
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Integrating Retrieval-Augmented Generation (RAG) With Agentic AI: Harnessing Elasticsearch Vector Databases for Enterprise AI Systems
A practical overview of using retrieval-augmented generation and agentic AI with Elasticsearch to build reliable, enterprise-ready LLM systems.
January 14, 2026
by Devdas Gupta
· 2,504 Views · 2 Likes
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Revisiting the 7 Rs of Cloud Migration with Real-World Examples
An in-depth analysis of cloud migration strategies, examining how different approaches apply to individual scenarios using real-world enterprise examples.
January 13, 2026
by Atish Kumar Dash
· 1,608 Views · 1 Like
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Architecting a Production-Ready GenAI Service Desk
Building a GenAI chatbot for IT support is easy. Building one that actually solves tickets is hard. Here is a blueprint to boost resolution rates using GenAI.
January 13, 2026
by Dippu Kumar Singh
· 1,540 Views
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Architecting Observability in Kubernetes with OpenTelemetry and Fluent Bit
Microservices solve scalability problems but introduce troubleshooting nightmares. Here is a practical architectural pattern to unify logs, metrics, and traces.
January 13, 2026
by Dippu Kumar Singh
· 5,433 Views · 1 Like
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Your Next Customer Is a Bot
E-commerce brands lose billions annually to cart abandonment, with over 70% of checkouts left unfinished. A new technology, Agentic AI, is here to solve this.
January 13, 2026
by Akash Lomas
· 1,404 Views · 1 Like
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Optimizing Financial Data Pipelines: Accelerating OneStream-to-Snowflake Exports by 85%
A case study on optimizing financial data pipelines by refactoring legacy SQL batch inserts into a "Stage and Copy" architecture.
January 13, 2026
by Sridhar Mannava
· 917 Views · 3 Likes
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The Timeless Architecture: Enterprise Integration Patterns That Exceed Technology Trends
There are five core integration patterns that have proven to be long-lasting over the years and continue to shape up modern architectures.
January 13, 2026
by Anant Wairagade
· 2,701 Views · 1 Like
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MCP Servers Are Everywhere, but Most Are Collecting Dust: Key Lessons We Learned to Avoid That
Teams rushing to build MCP servers are discovering that enthusiasm doesn’t translate into usefulness. This article unpacks why and how to make your MCP server valuable.
January 13, 2026
by Thomas Johnson DZone Core CORE
· 2,566 Views · 4 Likes
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AI as a Co-Creator, Not Just an Assistant: The Rise of Collaborative Intelligence in Software Development
AI is evolving from a passive coding assistant into an active engineering collaborator. Modern intelligent agents can now design architectures, generate tests, and even deploy full applications—moving far beyond autocomplete and syntax checks.
January 13, 2026
by Pankaj Gupta
· 1,131 Views
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Supercharge AI Workflows on Azure: Remote MCP Tool Triggers + Your First TypeScript MCP Server
Remote MCP in Azure Functions exposes serverless tools for AI assistants, enabling scalable, cloud-native workflows with Azure services and bindings.
January 13, 2026
by Swapnil Nagar
· 2,070 Views · 1 Like
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UX Research in Agile Product Development: Making AI Workflows Work for People
UX research in agile product development helps teams build AI workflows grounded in real user needs, reducing guesswork and improving ROI.
January 12, 2026
by Priyanka Kuvalekar
· 1,845 Views
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