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Latest Articles - DZone

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The Coming Shift From Bigger AI Models to Smaller, Faster Ones
Smaller, specialized AI models are replacing giant LLMs. Learn why modular workflows deliver faster, cheaper, and more reliable results for enterprise AI.
December 29, 2025
by Chia-fu Kuo
· 1,769 Views
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Manage Knowledge, Not Code
To ship faster and more reliably, teams must treat software development as a knowledge-optimization problem, not a coding problem.
December 29, 2025
by Chris Wardman
· 2,103 Views · 3 Likes
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Terraform Type Constraints: Best Practices for Enterprise-Scale AWS
In this article, we discuss how Terraform type constraints make AWS modules safer, more reusable, and catch configuration bugs long before production.
December 29, 2025
by Thiyagarajan Mani Chettier
· 2,198 Views · 2 Likes
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Why the Future Is Increasingly Pointing Toward Multi-Cloud Strategies
Learn how multi-cloud empowers teams to innovate faster, operate smarter, and mitigate risks through redundancy, flexibility, and best-of-breed services.
December 29, 2025
by Atish Kumar Dash
· 1,388 Views · 1 Like
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Small Language Models as Control Planes to Steer Complex Systems
Small language models don't just answer questions; they can act as the "control brain" that routes work across services, tools, and larger models.
December 29, 2025
by Sai Teja Erukude
· 4,463 Views
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Optimizing Java Applications for Arm64 in the Cloud
In the first part of this series, learn how to tune the JVM for cloud workloads, optimize heap sizing, CPU usage, and more for better Java performance.
December 26, 2025
by Dave Neary
· 4,332 Views · 6 Likes
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The Architecture of Prompts: Designing Reliable, Deterministic AI Systems
Prompts are engineered systems with five layers that produce deterministic, production-ready code instead of unreliable AI outputs.
December 26, 2025
by Mohan Sankaran
· 3,278 Views · 9 Likes
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Inside a Large Retailer’s Web Architecture: Data Extraction and Analytical Insights
In this article, I will go over how to use Costco API to get purchase information and build some tooling around it, as well as share some insights.
December 26, 2025
by Rajesh Vakkalagadda
· 1,844 Views · 1 Like
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Shift-Left Strategies for Cloud-Native and Serverless Architectures
A practical guide to effectively embedding policy enforcement, identity management, and automated security controls directly into the development pipeline.
December 26, 2025
by Atish Kumar Dash
· 2,077 Views · 1 Like
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Custom Attributes in Relational Databases
Learn about five ways to handle custom attributes in RDBMS, from EAV and JSON columns to automated schema evolution, with pros, cons, and use cases.
December 26, 2025
by Satish Singh
· 2,992 Views · 3 Likes
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The Architect's Guide to Logging
Stop writing useless, expensive log files. Adopt structured logging and centralization to transform your logs from a wall of text into a powerful, secure debugging tool.
December 26, 2025
by Akash Lomas
· 2,954 Views · 2 Likes
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Decoupling Azure Releases With GitHub Actions
Decouple build artifacts from deployment using GitHub Actions and JSON config maps to prevent drift and enable safe, automated Azure deployments.
December 25, 2025
by Dippu Kumar Singh
· 2,195 Views · 1 Like
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A Principled Framework for Scalable Experimentation and Reliable A/B Testing
Scalable experimentation framework enabling rigorous A/B testing, reliable metrics, and data-driven decisions across engineering teams.
December 25, 2025
by Sayantan Ghosh
· 19,638 Views · 1 Like
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Extracting Clean Excel Tables From PDFs Using Python + Docling
Extract tables from PDFs to fully formatted, analysis-ready Excel files with pdf-tables-to-excel, supporting OCR, complex layouts, and numeric parsing.
December 25, 2025
by Sanjay Krishnegowda
· 3,917 Views
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AI-Driven Schema Evolution and Adaptive Pipelines
AI-driven schema evolution enables self-healing data pipelines that autonomously detect, adapt to, and govern continuous schema changes for reliable enterprise analytics.
December 25, 2025
by Rambabu Bandam
· 2,465 Views · 1 Like
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Autonomous Pipelines: Transforming CI/CD With Full Automation
The future of CI/CD is about moving beyond simple automation to truly intelligent, autonomous systems and code flows that flow seamlessly and safely to production.
December 25, 2025
by Lakshmi Prasad Rongali
· 2,052 Views · 2 Likes
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Unlocking the Power of Reflection in Mobile Development
This article explores how reflection empowers mobile developers to inspect objects and adapt code dynamically at runtime.
December 24, 2025
by Jon Hoffman
· 1,481 Views · 1 Like
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Penetration Testing Strategy: How to Make Your Tests Practical, Repeatable, and Risk-Reducing
Learn how to build a repeatable, risk-aligned penetration testing strategy that improves security outcomes, speeds remediation, and supports engineering teams.
December 24, 2025
by Ava Stratton
· 1,541 Views · 1 Like
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Data Modeling: From ERwin to the Cloud
Learn in this article how data modeling has evolved from ERwin to cloud-native tools, boosting efficiency, governance, and AI-driven schema design.
December 24, 2025
by Anisha Sagi
· 1,577 Views · 1 Like
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JavaScript Data Grid Comparison: 8 Popular Options Reviewed
I reviewed eight top JavaScript data grids and compared them by performance, customization, accessibility, cost, integration, and devX.
December 24, 2025
by Marina Chernyuk
· 4,930 Views · 3 Likes
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