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DZone Testing, Tools, and Frameworks Zone

Recent posts in Testing, Tools, and Frameworks on DZone.com

Decoupling Azure Releases With GitHub Actions

Cloud deployments often fail because environment configurations are hardcoded into the build process. Here is a pattern to decouple your Build Arti...
Posted on 25 December 2025 | 8:00 pm

A Principled Framework for Scalable Experimentation and Reliable A/B Testing

If you’ve ever shipped a feature and thought, “Did we actually make things better?”, you’re not alone. A/B testing is supposed to be our scientific...
Posted on 25 December 2025 | 6:00 pm

Penetration Testing Strategy: How to Make Your Tests Practical, Repeatable, and Risk-Reducing

Penetration testing — “pentesting” — still surprises teams. Some treat it as a checkbox before launch; others expect it to magically find every vul...
Posted on 24 December 2025 | 6:00 pm

Defect Report in Software Testing: Best Practices for QA and Developers

Defects are an unavoidable part of software development. But when they slip into production and reach your customers, the consequences go beyond po...
Posted on 22 December 2025 | 2:00 pm

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

Automated testing is essential for delivering high-quality web applications. Modern CI/CD pipelines require reliable, scalable, and transparent tes...
Posted on 19 December 2025 | 12:00 pm

The Importance of Critical Thinking in Software Testing

When we start questioning the purpose of the application, its design, or the acceptance criteria in the user stories, we’re already engaged in crit...
Posted on 17 December 2025 | 12:00 pm

Blockchain Use Cases in Test Automation You’ll See Everywhere in 2026

The rapid evolution of digital ecosystems has placed test automation at the center of quality assurance for modern software. But as systems grow in...
Posted on 12 December 2025 | 4:00 pm

How to Test POST Requests With REST Assured Java for API Testing: Part II

In the previous article, we learnt the basics, setup, and configuration of the REST Assured framework for API test automation. We also learnt to te...
Posted on 12 December 2025 | 2:00 pm

Demystifying Agentic Test Automation for QA Teams

Agentic test automation is a fundamental shift in how we test. Instead of depending on static, hand-written scripts that must be continually update...
Posted on 11 December 2025 | 5:00 pm

Selenium Testing: A Complete Guide

Selenium is widely loved by web testers worldwide thanks to its versatility and simplicity. Testing with Selenium is relatively straightforward, wh...
Posted on 10 December 2025 | 1:00 pm

Streamlining Incident Management with IBM Cloud Logs, Event Notifications, and PagerDuty

In today’s fast-paced cloud environments, efficient incident management is crucial for reducing downtime and improving the customer experience. In ...
Posted on 8 December 2025 | 8:00 pm

Disaster Recovery Testing for DevOps

According to Backblaze's 2024 State of the Backup, only 42% of organizations that experienced data loss managed to restore all their data. How many...
Posted on 8 December 2025 | 7:00 pm

AWS Agentic AI for App Portfolio Modernization

Rethinking Application Modernization in the GenAI Era Enterprises are accelerating their modernization journeys, driven by cloud mandates and growi...
Posted on 5 December 2025 | 6:00 pm

Web App Load Testing Using Maven Plugins for Apache JMeter, and Analyzing the Results

In this article, we will walk you through how to conduct a load test and analyze the results using Java Maven technology. We'll covering everything...
Posted on 2 December 2025 | 9:00 pm

Introducing the Testing Vial: a (better?) alternative to Testing Diamond and Testing Pyramid

Testing is crucial for any application. It can also be important in applications that are meant to be thrown away: in fact, with a proper testing s...
Posted on 1 December 2025 | 12:00 pm

How To Restore a Deleted Branch In Azure DevOps

Human error is one of the most common causes of data loss or breaches. In the ITIC report, they state that 64 % of downtime incidents have their ro...
Posted on 27 November 2025 | 7:00 pm

AWS Airflow vs Step Functions: The Data Engineering Orchestration Dilemma

There's a moment in every data engineering project when you realize your growing collection of batch jobs, data transformations, and scheduled task...
Posted on 27 November 2025 | 4:00 pm

Automating FastAPI Deployments With a GitHub Actions Pipeline

Deploying FastAPI apps manually gets old fast. You SSH into a server, pull the latest code, restart the service, and hope nothing breaks. Maybe you...
Posted on 27 November 2025 | 3:30 pm

How to Push Docker Images to AWS Elastic Container Repository Using GitHub Actions

GitHub Actions enables the CI/CD, short for continuous integration or continuous deployment, process to build, test, and deploy the code through th...
Posted on 26 November 2025 | 8:00 pm

How to Test POST Requests With REST Assured Java for API Testing: Part I

REST Assured is a popular API test automation framework in Java. Software teams widely use it for efficiently validating RESTful web services with ...
Posted on 25 November 2025 | 4:00 pm