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Latest Articles - DZone

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Building V1 Gen-AI Products at Scale: Technical Product Patterns That Work
Shipping Gen-AI V1 requires modular systems, grounding, evaluation, and infrastructure planning, treating it as a product, not a prototype.
July 3, 2025
by Shiva Chandrashekher
· 1,695 Views · 1 Like
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Advanced gRPC in Microservices: Hard-Won Insights and Best Practices
Use streaming wisely. It is great for real-time or chunked data, but avoid long-lived streams unless necessary. Watch for ordering and backpressure issues.
July 3, 2025
by Ravi Teja Thutari DZone Core CORE
· 6,330 Views · 5 Likes
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How We Broke the Monolith (and Kept Our Sanity): Lessons From Moving to Microservices
Moving from a monolith to microservices is messy but worth it — expect surprises, invest in automation, and focus on team culture as much as code.
July 3, 2025
by Shushyam Malige Sharanappa
· 3,806 Views · 4 Likes
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Why Traditional CI/CD Falls Short for Cloud Infrastructure
CI/CD works great for stateless apps–but infra isn’t stateless. It’s live, interconnected, and hard to roll back when things go sideways.
July 3, 2025
by Aharon Twizer
· 4,842 Views · 2 Likes
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Top Tools for Front-End Developers
Use WebStorm for easy and powerful coding, Mockoon and Postman for API testing, and Chrome DevTools with React/Redux extensions for debugging.
July 3, 2025
by Hanna Labushkina
· 2,308 Views · 2 Likes
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Stabilizing ETL Pipelines With Airflow, Presto, and Metadata Contracts
Silent data drift broke our metrics, errors, just lies. We fixed it with schema contracts, validation, lineage, and loud failures. Now, trust is engineered.
July 2, 2025
by BEVERLY DSOUZA
· 2,522 Views · 2 Likes
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Parallel Data Conflict Resolution in Enterprise Workflows: Pessimistic vs. Optimistic Locking at Scale
Locking isn’t backend trivia, it’s UX, trust, and system integrity. Smart enterprises blend optimistic and pessimistic locks to scale collaboration.
July 2, 2025
by Naga Tirumala Rao Chillapalli
· 3,068 Views · 3 Likes
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Deploying LLMs Across Hybrid Cloud-Fog Topologies Using Progressive Model Pruning
Deploying LLMs at the edge is hard due to size and resource limits. This guide explores how progressive model pruning enables scalable hybrid cloud–fog inference.
July 2, 2025
by Sam Prakash Bheri
· 2,331 Views · 1 Like
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Top NoSQL Databases and Use Cases
Listing Top NoSQL databases in use nowadays, with a comprehensive comparison, and also the main proposed uses for each one to help to decide which is the best for you
July 2, 2025
by Wallace Espindola
· 6,149 Views · 3 Likes
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MCP and The Spin-Off CoT Pattern: How AI Agents Really Use Tools
I’ve read many articles explaining what MCP is, but none explore how AI actually handles these server interactions under the hood.
July 2, 2025
by Pier-Jean MALANDRINO DZone Core CORE
· 1,819 Views · 3 Likes
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Why API-First Frontends Make Better Apps
Design API-first frontends that scale—bind live data, handle real states, and customize without code bloat. Build faster, maintain smarter.
July 2, 2025
by David Brown DZone Core CORE
· 2,489 Views · 4 Likes
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Vibe Coding: Conversational Software Development — Part 1: Introduction
Explore vibe coding: an AI-driven, natural language approach to rapid software development, enabling fast prototyping, automation, and creative problem-solving.
July 2, 2025
by Gaurav Gaur DZone Core CORE
· 4,047 Views · 3 Likes
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Microservice Madness: Debunking Myths and Exposing Pitfalls
The belief that "microservices eliminate dependencies" has probably caused more harm to our industry than the 2008 financial crisis did to finance!
July 2, 2025
by Thomas Hansen DZone Core CORE
· 2,921 Views · 7 Likes
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Reducing Hallucinations Using Prompt Engineering and RAG
Using prompt engineering as a tool to reduce hallucinations with LLMs. This is one of the methodologies I used with LLM to output the desired information.
July 2, 2025
by Pranav Kumar Chaudhary
· 2,700 Views · 3 Likes
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Docker Model Runner: A Game Changer in Local AI Development (C# Developer Perspective)
Explore how C# developers can use Docker Model Runner to run AI models locally, reduce setup time, and integrate OpenAI-compatible APIs into their apps.
July 2, 2025
by Naga Santhosh Reddy Vootukuri DZone Core CORE
· 5,409 Views · 3 Likes
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Reinforcement Learning in CRM for Personalized Marketing
Reinforcement learning (RL) enables CRM systems to build adaptive marketing strategies that optimize not only immediate response but also long-term customer value (CLV).
July 2, 2025
by Sergei Berezin
· 2,006 Views · 2 Likes
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Replacing Legacy Systems With Data Streaming: The Strangler Fig Approach
Modernize legacy systems without the risk of a full rewrite. Strangler Fig + data streaming enables scalable, real-time transformation.
July 1, 2025
by Kai Wähner DZone Core CORE
· 1,607 Views · 4 Likes
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A Keycloak Example: Building My First MCP Server Tools With Quarkus
Learn to build an MCP server for Keycloak. The article shows how to create a Model Context Protocol (MCP) server for Keycloak using Quarkus and Goose CLI.
July 1, 2025
by Shaaf Syed
· 3,365 Views · 5 Likes
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Spring Cloud LoadBalancer vs Netflix Ribbon
In this article you will learn how Spring Cloud LoadBalancer differs from Netlix Ribbon, and why the first was replaced by the second.
July 1, 2025
by Mario Casari
· 5,252 Views · 9 Likes
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Ethical AI for Product Owners and Product Managers
In this article, we discuss ethical AI for Product Owners and Product Managers and how to balance AI’s potential with its product discovery and delivery risks.
July 1, 2025
by Stefan Wolpers DZone Core CORE
· 1,223 Views · 4 Likes
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