Testing, Deployment, and Maintenance Resources

DevSecOps as a Strategic Imperative for Modern DevOps

DevSecOps embeds security into every stage of development, reducing risk, accelerating delivery, and strengthening both compliance and customer confidence.

December 31, 2025

by Hleb Skuratau

· 1,277 Views

Rethinking Cloud Compliance With an AI-Driven Approach

Learn how AI transforms cloud compliance with continuous monitoring, automated risk assessment, and intelligent data governance for secure operations.

December 30, 2025

by Atish Kumar Dash

· 1,762 Views · 2 Likes

Bias and Shortcut Tests for Vision Models: A Practical Test Suite From Real-World Experiments

High accuracy doesn't guarantee true understanding; your vision model might be riding on backgrounds and noise. Perform these tests before you trust it in the wild.

December 30, 2025

by Sai Teja Erukude

· 2,011 Views

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

· 1,764 Views · 2 Likes

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

· 3,695 Views · 6 Likes

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

· 2,277 Views · 2 Likes

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

· 1,574 Views · 1 Like

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

· 1,372 Views · 1 Like

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

· 1,704 Views · 2 Likes

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

· 1,247 Views · 1 Like

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

· 1,711 Views · 1 Like

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

CORE

· 2,854 Views · 2 Likes

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

· 952 Views · 1 Like

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

· 2,292 Views · 2 Likes

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

· 3,221 Views · 5 Likes

Kubernetes 101: Understanding the Foundation and Getting Started

Learn when Kubernetes truly solves your problems versus when it adds unnecessary complexity — and get hands-on with both local and production cluster setup.

December 19, 2025

by Muhammad Sarwar

· 3,038 Views · 3 Likes

End-to-End Test Automation With Playwright, GitHub Page, and Allure Reports

Learn how to build a modern test automation pipeline with Playwright, GitHub Actions, and Allure Reports for reliable, scalable web app testing.

December 19, 2025

by Kailash Pathak

CORE

· 2,146 Views · 1 Like

Looking at the Evolving Landscape of ITSM Through the Lens of AI

Elevating the ITSM Experience with Intelligent Workflows, Predictive Insights, and Autonomous Service Experiences for Smarter IT Operations.

December 18, 2025

by Atish Kumar Dash

· 1,118 Views · 1 Like

Building AI Agents Using Docker cagent and GitHub Models

This article discusses the power of quickly building AI agents using the Docker cagent framework, along with integrating GitHub Models to avoid vendor lock-in.

December 18, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 2,524 Views · 1 Like

Infrastructure as Code: How Automation Evolved to Power AI Workloads

Learn about how Infrastructure as Code progressed in 2025 and how it helped automation, particularly for provisioning AI infrastructure.

December 18, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 1,687 Views · 3 Likes

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