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Latest Articles - DZone

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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
· 2,546 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
· 1,894 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
· 19,502 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
· 3,600 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
· 2,310 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
· 1,896 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
· 1,372 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
· 1,427 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
· 1,509 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
· 4,525 Views · 3 Likes
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Expose Any MCP Server as a Web API
Transform your MCP server into an HTTP API anyone can access from anywhere. This guide shows how to wrap your local MCP server with Express.js and tunnel via ngrok.
December 24, 2025
by Vivek Vellaiyappan Surulimuthu
· 1,695 Views · 1 Like
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Implementing Automated Validation and Anomaly Detection
Ensure high-quality data in large-scale pipelines with automated validation, anomaly detection, and scalable frameworks that maintain accuracy and consistency.
December 23, 2025
by Venkataram Poosapati
· 1,930 Views · 1 Like
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Atomic Writes in NoSQL: A Multi-Cloud Deep Dive
We analyze atomic write strategies in AWS, GCP, Azure, and Alibaba, demonstrating how MultiCloudJ ensures unified, consistent transaction semantics across NoSQL
December 23, 2025
by Sandeep Pal
· 2,121 Views · 3 Likes
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Blockchain + AI Integration: The Architecture Nobody's Talking About
Blockchain-AI integration demands new architectures: off-chain computation with on-chain verification, solving trust issues in decentralized intelligent systems.
December 23, 2025
by Dinesh Elumalai DZone Core CORE
· 3,282 Views · 2 Likes
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Bridging the Gap Between Data Lakes and Warehouses
Data lakehouses combine the flexibility of data lakes with the reliability, performance, and governance features of data warehouses.
December 23, 2025
by Venkataram Poosapati
· 1,278 Views · 2 Likes
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A Practical Guide to Blocking Cyber Threats
Learn how charities, NGOs, and community organizations can secure data and IT systems with appropriate access controls and minimal cost.
December 23, 2025
by Atish Kumar Dash
· 679 Views
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Phantom APIs: The Security Nightmare Hiding in Your AI-Generated Code
Phantom APIs are now emerging through AI-generated code, creating hidden attack surfaces. Learn how they form and how to detect them before attackers do.
December 22, 2025
by Igboanugo David Ugochukwu DZone Core CORE
· 3,052 Views · 3 Likes
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LLMOps Explained: How It Works, Key Benefits, and Best Practices
This article discusses LLMOps, how it works, key benefits, and best practices to streamline large language model operations for efficiency and scalability.
December 22, 2025
by Lilly Gracia
· 1,503 Views · 1 Like
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Recent Linux Kernel Features Relevant to System Design
A technical overview of new Linux system design features that improve performance, security, memory management, and hardware interaction.
December 22, 2025
by Rutvij Trivedi
· 1,530 Views · 2 Likes
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Pandera: The Open-Source Framework for Data Validation
Pandera is an open-source library for validating DataFrame-like objects (such as pandas, Polars, and Dask) by defining schemas that specify column names, data types.
December 22, 2025
by Srinivasarao Rayankula
· 1,601 Views
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