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Latest Articles - DZone

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Building Centralized Master Data Hub: Architecture, APIs, and Governance
This article provides an overview of centralized master data hub for enterprises applications from fragmented master data managing in different systems.
March 26, 2026
by Ravi Kiran Mallidi DZone Core CORE
· 2,678 Views
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From 30s to 200ms: Optimizing Multidimensional Time Series Analysis at Scale
Do multidimensional anomaly detection at scale, sharing strategies to speed up time series queries, achieving consistent sub-second performance.
March 26, 2026
by Suvodeep Pyne
· 2,539 Views
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Document Generation API: How to Automate Personalized Document Creation at Scale
Learn how document generation APIs automate PDF and DOCX creation using templates and JSON data, with real-world use cases and a step-by-step Foxit DocGen implementation.
March 26, 2026
by Jakkie Koekemoer
· 3,368 Views · 3 Likes
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MCP vs Skills vs Agents With Scripts: Which One Should You Pick?
Learn about when to use MCP, skills, and agents with scripts. How are they different from each other and what are they actually meant to be used for.
March 26, 2026
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 4,672 Views · 3 Likes
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Why RAG Alone Isn’t Enough: How MCP Completes the Agentforce Intelligence Stack?
RAG fetches context, but MCP adds reasoning, tool orchestration, and observability, making AI agents reliable and operational at enterprise scale.
March 26, 2026
by Deepak Bahuleyan
· 3,880 Views
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Bringing AI Agents to Cloud Engineering: How Autonomous Operations Are Changing Reliability at Scale
AI agents turn cloud operations from reactive automation into adaptive systems by combining observability, autonomy, and engineering judgment.
March 26, 2026
by Arvind Gautam
· 102,761 Views
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Data-Driven API Testing in Java With REST Assured and TestNG: Part 4
Learn how to perform data-driven API automation testing with Rest-Assured using JSON Files and TestNG's @DataProvider annotation.
March 26, 2026
by Faisal Khatri DZone Core CORE
· 3,566 Views
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Stop Writing Slow Pandas Code: Vectorization and Modern Alternatives Explained
Fix slow Pandas code with vectorized operations, proper indexing, and modern tools like Polars or DuckDB for faster, scalable data pipelines.
March 25, 2026
by Ankush Rastogi
· 4,440 Views · 2 Likes
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Production Database Migration or Modernization: A Comprehensive Planning Guide [Part 1]
A multi-part walkthrough of the essential components of planning and executing a successful production database migration for large-scale backend services.
March 25, 2026
by Alexander Komyagin
· 2,038 Views
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Beyond “Lift-and-Shift”: How AI and GenAI Are Automating Complex Logic Conversion
Overcome the manual migration wall by using an AI-native stack that combines deterministic parsing and GenAI to automate complex logic conversion.
March 25, 2026
by Rudrendu Paul
· 1,558 Views · 1 Like
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AI Agents vs LLMs: Choosing the Right Tool for AI Tasks
Use an LLM for single-step tasks; use an AI agent when the job needs planning + tool/API orchestration across multiple steps.
March 25, 2026
by Faisal Feroz
· 2,841 Views · 2 Likes
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Tokens and Transactions With AI
Jensen Huang’s GTC 2026 keynote shows how databases evolve from transaction systems to AI-driven platforms supporting tokens, reasoning, and agentic workflows.
March 25, 2026
by Keshav Murthy DZone Core CORE
· 2,220 Views · 1 Like
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Privacy-Conscious AI Development: How to Ship Faster Without Leaking Your Crown Jewels
AI speeds up development can leak secrets when use third-party tools. Layer GHAS with Grype for local/offline vulnerability scanning.
March 25, 2026
by Hanna Labushkina
· 1,207 Views
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Data-Driven API Testing in Java With REST Assured and TestNG: Part 3
Learn how to perform data-driven API automation testing with Rest-Assured using CSV Files and TestNG's @DataProvider annotation.
March 25, 2026
by Faisal Khatri DZone Core CORE
· 3,375 Views · 1 Like
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Retries Will Bankrupt You Before Any Attacker Gets the Chance
Bad retries turn minor failures into major outages and bigger bills. Resilience without limits, jitter, and idempotency is just expensive failure.
March 25, 2026
by David Iyanu Jonathan
· 1,300 Views
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Operationalizing Agentic AI in Enterprises: A Problem-Constraints-Tradeoffs Case
Enterprise agentic AI needs bounded autonomy, system-level oversight, human checkpoints, and reversible rollouts to ensure stability, trust, and accountability.
March 25, 2026
by Tuhin Chattopadhyay DZone Core CORE
· 845 Views
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Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB
A comprehensive guide to building serverless event-driven systems using Azure Functions and Cosmos DB, featuring real-world patterns.
March 25, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,762 Views
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Swift: Master of Decoding Messy JSON
Learn how to decode messy flat JSON in Swift using dynamic CodingKeys, clean models, and custom Decodable logic for scalable, production-ready apps.
March 25, 2026
by Pavel Andreev
· 1,124 Views
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Agent-of-Agents Pattern: Enhancing Software Testing
Multi-agent AI validation replaces slow, costly full regression testing by intelligently selecting and running only the tests relevant to your code changes.
March 24, 2026
by Vineet Bhatkoti
· 4,309 Views · 1 Like
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Building Scalable Agentic Assistants: A Graph-Based Approach
This article explains how a graph-based, multi-agent architecture improves scalability, routing, and maintainability compared to monolithic agent designs.
March 24, 2026
by Abhishek Sant
· 2,266 Views · 2 Likes
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