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The Latest Software Design and Architecture Topics

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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
· 3,201 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
· 1,791 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
· 2,038 Views · 1 Like
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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
· 2,811 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
· 2,135 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
· 1,476 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
· 1,548 Views · 1 Like
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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
· 1,749 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
· 2,034 Views · 1 Like
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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
· 3,408 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
· 1,332 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
· 709 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
· 3,117 Views · 3 Likes
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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
· 1,766 Views · 2 Likes
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Defect Report in Software Testing: Best Practices for QA and Developers
In this blog, we will understand what a defect report is, why it is important in software testing, and how to write a clear and effective defect report.
December 22, 2025
by Yogesh Solanki
· 1,104 Views · 1 Like
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Cloud Migration of Microservices: Strategy, Risks, and Best Practices
Learn about strategies, best practices, and risks for migrating microservices to the cloud using 6R/7R models, Kubernetes, CI/CD, and DevSecOps.
December 19, 2025
by Olha Krasnozhon
· 2,561 Views · 2 Likes
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Rethinking QA: From DevOps to Platform Engineering and SRE
A wake‑up call for QA to upskill for platform engineering and SRE, including cloud‑native practices, automation mastery, and system reliability at scale.
December 19, 2025
by Nidhi Sharma
· 3,858 Views · 5 Likes
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Fortifying Cloud Security Operations with AI-Driven Threat Detection
Transforming cloud security operations by leveraging predictive and intelligent automation for faster, smarter threat detection and response.
December 19, 2025
by Atish Kumar Dash
· 1,315 Views · 1 Like
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Zero Trust Model for Nonprofits: Protecting Mission in the Digital Age
Implement identity-first security to protect donor data, enable volunteers to work safely, and prevent costly cyber incidents.
December 19, 2025
by Atish Kumar Dash
· 1,152 Views · 1 Like
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Technology Evolution From Traditional Automation to AI-Driven MCP Servers
AI-driven Multi-Cloud Platform (MCP) servers marks a shift from rigid, rule-based workflows to adaptive, intelligent systems.
December 19, 2025
by Shivi Kashyap
· 2,266 Views · 1 Like
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