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Latest Articles - DZone

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The $50,000 Vector Database You Don't Need
The AI hype cycle has everyone convinced they need a specialized vector database like Pinecone, Weaviate take your pick, to build anything serious with RAG.
April 24, 2026
by Abhilash Rao Mesala
· 2,090 Views
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AWS vs GCP Security: Best Practices for Protecting Infrastructure, Data, and Networks
A practical guide to securing AWS and GCP using IAM, encryption, network controls, and continuous monitoring to help improve resilience on the cloud.
April 24, 2026
by Kadir Arslan
· 2,589 Views
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The Hidden Risk of SaaS-Based AI: You’re Training Models You Don’t Control
SaaS-based AI centralizes learning outside your organization. Each API call may improve shared models, shifting control and competitive leverage away from the data owner.
April 24, 2026
by Pradeep Dahiya
· 2,192 Views
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8 RAG Patterns You Should Stop Ignoring
Learn about 8 RAG architectures for AI systems, from naive to agentic and hybrid, and how each improves accuracy, retrieval, and real-world performance.
April 24, 2026
by Damil Shahzad
· 3,962 Views · 1 Like
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Why AI-Assisted Development Is Raising the Value of E2E Testing
AI-assisted coding increases change velocity and regression risk. That makes stronger E2E coverage for critical flows more important.
April 23, 2026
by Satyam Nikhra
· 2,509 Views · 2 Likes
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Advanced Middleware Architecture For Secure, Auditable, and Reliable Data Exchange Across Systems
A secure, high-performance middleware using JWT, async messaging, and cryptographic auditing enables reliable, scalable, and fully traceable data exchange across systems.
April 23, 2026
by Abhijit Roy
· 2,594 Views
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Gemini + Veo: A Deep Dive into Google’s High-Fidelity Video Generation Pipeline
A deep dive into Google's video generation stack, combining Gemini's reasoning with Veo's cinematic 1080p video production pipeline.
April 23, 2026
by Jubin Abhishek Soni DZone Core CORE
· 2,304 Views
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Advantages of Independent Testing in Comparison with Traditional QA Methods
Traditional QA brings risks like bias, poor scalability, and inconsistency. Independent QA reduces them with objective testing, expertise, and efficient methods.
April 23, 2026
by Pavel Novik
· 1,951 Views
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Coding Agents Need a Feedback Loop; Cloud-Native Systems Make That Hard
The utility of coding agents compounds with the quality of their feedback loop. In cloud-native systems, closing that loop involves solving two problems.
April 23, 2026
by Arjun Iyer
· 2,413 Views
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The LLM Selection War Story: Part 1 - Why Your Model Selection Process is Fundamentally Broken
Benchmark scores predicted our LLM would succeed. It failed spectacularly. Here's why 92% vs 89% means nothing and what metrics actually matter in production.
April 23, 2026
by Dinesh Elumalai DZone Core CORE
· 2,813 Views
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Observability on the Edge With OTel and FluentBit
Master edge observability with OTel and Fluent Bit, leveraging tail sampling, persistent queues, and footprint optimization.
April 23, 2026
by Graziano Casto DZone Core CORE
· 2,704 Views
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The Bandwidth Tax Nobody Warned You About
Bandwidth — not compute — drives cloud costs. Optimize data movement, compression, and locality, or risk massive bills from hidden data transfer inefficiencies.
April 23, 2026
by David Iyanu Jonathan
· 1,867 Views
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Agent Skills Explained for Developers
Agent skills are the hottest trend now, and this article explains what they are, why they matter, and how to build one with a detailed guide.
April 23, 2026
by Pavan Belagatti DZone Core CORE
· 2,410 Views · 1 Like
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CI/CD Integration: Running Playwright on GitHub Actions: The Definitive Automation Blueprint
Learn how to automate Playwright tests on GitHub Actions for faster, more reliable CI/CD pipelines and consistent test execution.
April 23, 2026
by Priti Gaikwad
· 2,233 Views
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The Pod Prometheus Never Saw: Kubernetes' Sampling Blind Spot
Prometheus sampling gaps are irreducible — reducing the scrape interval just moves the threshold. The Kubernetes watch API eliminates it entirely.
April 23, 2026
by Shamsher Khan DZone Core CORE
· 2,213 Views · 1 Like
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When AI Agents Get It Wrong: The Accountability Crisis in Multi-Agent Systems
Multi-agent AI systems need built-in accountability. With the right logging and observability setup, when agents fail, you can see what happened and why.
April 23, 2026
by Michael Bogan DZone Core CORE
· 1,821 Views
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Boosting React.js Development Productivity With Google Code Assist
Google Code Assist boosts React.js productivity by generating context-aware code inside VS Code, helping developers move faster without sacrificing code quality.
April 23, 2026
by Rajgopal Devabhaktuni
· 1,965 Views
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Revolutionizing Scaled Agile Frameworks with AI, MuleSoft, and AWS: An Insider’s Perspective
AI + MuleSoft + AWS enhance SAFe with automated insights, better integration, and smarter DevOps—guided by human judgment.
April 22, 2026
by Abhijit Roy
· 2,610 Views
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Reconciling Privacy Preferences Across Two Datastores With Snowflake and Airflow
This article explains how to turn privacy preference mismatches into a real compliance control using clear matching rules, safe fixes, and full auditability.
April 22, 2026
by Meihui Chen
· 2,107 Views
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Stop Adding Indexes: What's Actually Slowing Your SQL Server Queries When SSIS Loads Data
The default response to a slow query is "add an index." Sometimes that's correct. More often, the index isn't the problem.
April 22, 2026
by Abhilash Rao Mesala
· 2,277 Views
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