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Latest Articles - DZone

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Getting Started with Gemini Agents: Build a Data-Connected RAG Agent using Vertex AI Agent Builder
Build a production-ready RAG agent using Gemini and Vertex AI Agent Builder to query your private data with high accuracy and speed.
March 31, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,399 Views
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Queues Don't Absorb Load — They Delay Bankruptcy
Queues hide overload. Without back-pressure, limits, and scaling, lag just grows until failure. Bound queues, alert on lag, fail fast, and plan capacity.
March 30, 2026
by David Iyanu Jonathan
· 1,913 Views · 2 Likes
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Scaling Kafka Consumers: Proxy vs. Client Library for High-Throughput Architectures
Scaling Apache Kafka consumption requires new patterns; proxy layers and client libraries offer practical solutions for high-throughput.
March 30, 2026
by Kai Wähner DZone Core CORE
· 1,590 Views · 3 Likes
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A Practical Guide to Multi-Agent Swarms and Automated Evaluation for Content Analysis
This guide builds a Strands multi-agent content analysis system — powered by Ollama Llama 3.1 — with LLM-as-judge scoring for correctness and relevance.
March 30, 2026
by Anil Malakar
· 1,799 Views · 1 Like
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The "Bus Factor" Risk in MongoDB, MariaDB, Redis, MySQL, PostgreSQL, and SQLite
Ever wonder what would happen to an open source database project in case its main developers “get hit by a bus?" That’s what the “bus factor” measures.
March 30, 2026
by Alejandro Duarte DZone Core CORE
· 3,351 Views · 2 Likes
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Data-Driven API Testing in Java With REST Assured and TestNG: Part 5
Learn how to perform data-driven API automation testing with REST Assured using Excel Files and TestNG's @DataProvider annotation.
March 30, 2026
by Faisal Khatri DZone Core CORE
· 1,425 Views · 2 Likes
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A Developer’s Guide to Integrating Embedded Analytics
Embedded analytics implementations deliver in-context insights within everyday tools—while introducing integration, governance, and performance challenges for developers.
March 30, 2026
by Philip Piletic DZone Core CORE
· 2,536 Views
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Beyond Static Checks: Designing CI/CD Pipelines That Respond to Live Security Signals
CI/CD pipelines miss runtime risk. Learn how to integrate real-time security signals into deployment decisions for safer, context-aware releases.
March 30, 2026
by Raghava Dittakavi DZone Core CORE
· 1,563 Views
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Migrating Legacy Microservices to Modern Java and TypeScript
Incremental strangler fig migration — containerize first, route traffic gradually, and validate with shadow mode testing.
March 30, 2026
by Venkata Sandeep Dhullipalla
· 2,983 Views
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Feature Flag-Based Rollout: A Safer Way to Ship Software
Feature flags let teams release code without exposing it to everyone at once. They make rollouts safer, faster, and easier to control, especially in production.
March 30, 2026
by Mohit Menghnani DZone Core CORE
· 2,424 Views · 1 Like
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Removing the Experimental Bottleneck: Fast Parallel Data Loading for ML Research
Transformed 5-hour data loads into 1-2 minutes using Oracle's APPEND+PARALLEL+NOLOGGING, enabling researchers to go from 1-2 experiments/day to 2-3/hour.
March 30, 2026
by Sanjay Mishra
· 2,518 Views
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Deploying Java applications on Arm64 with Kubernetes
Tuning Java on Kubernetes (Arm64): align CPU/memory limits with JVM, use container-aware settings, optimize placement, and leverage OS tuning for better performance.
March 30, 2026
by Dave Neary
· 2,109 Views · 1 Like
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AI Maturity Is the New Differentiator: Why Operationalization Matters More Than Model Capability
LLM advantage is fading. Enterprises must shift to operational maturity with governance, reliability, measurement, and modular architecture to scale AI in production.
March 30, 2026
by Frederic Jacquet DZone Core CORE
· 2,251 Views
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Azure Cosmos DB Playground: Learn and Experiment With Queries in Your Browser
Interactive, browser-based Azure Cosmos DB playground to learn, prototype, and test SQL queries instantly — no setup, installation, or cloud costs required.
March 30, 2026
by Abhishek Gupta DZone Core CORE
· 1,205 Views
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The Aggregate Reference Problem
How can one aggregate reference another aggregate’s data while preserving strict ownership boundaries? That is the aggregate reference problem.
March 30, 2026
by Jan Nilsson
· 1,271 Views
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Scaling AI Workloads in Java Without Breaking Your APIs
Learn how to scale AI inference workloads in Java using async and event-driven patterns, maintaining stable APIs while improving performance and resilience.
March 27, 2026
by Ramya vani Rayala
· 4,268 Views · 3 Likes
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The Hidden Cost of Legacy Infrastructure in Asset-Heavy Game Development
Today’s software and game dev bottleneck is legacy pipelines. Modern VCS gives studios the edge to scale and thrive in a high-velocity, agent-driven era.
March 27, 2026
by Sasha Medvedovsky
· 2,845 Views
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The Hidden Cost of Flaky Tests in Test Automation
Flaky tests erode developer trust, slow delivery, and waste engineering time. Learn why flakiness happens and how teams restore reliability in test automation.
March 27, 2026
by Sancharini Panda
· 2,810 Views
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Designing High-Concurrency Databricks Workloads Without Performance Degradation
Enable liquid clustering and auto-optimize by default. They handle layout, conflicts, and compaction automatically as workloads scale.
March 27, 2026
by Seshendranath Balla Venkata
· 4,362 Views · 3 Likes
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Why Good Models Fail After Deployment
Learn how feedback loops, distribution shift, and metric misalignment break machine learning systems in production, and what you can do about it.
March 27, 2026
by Oleksandr Pyvovar
· 8,812 Views · 51 Likes
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