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Automation Testing

Articles about automation testing from the TestQuality blog: examples, tips and best practices for QA teams and developers.

61 articles

  • Diagram showing a Cucumber feature file, step definitions with a custom World, and Playwright execution converging into a JUnit XML report uploaded via the TestQuality CLI

    Automation Testing

    Agentic Testing and QA with Playwright and Cucumber

    Playwright and Cucumber is a BDD testing combination that pairs Gherkin feature files with Playwright’s browser automation engine, letting teams write behavior in plain language while…

    Jose Amoros · · 17 min read

  • Circular diagram showing a Gauntlet Loop AI workflow — lead agent, builder agents, and judge agent connected in a loop, with output syncing to TestQuality

    Agentic QA

    Gauntlet Loop: How AI Agents Build, Judge, and Fix Work

    A Gauntlet Loop is an agentic AI workflow in which a lead agent breaks a broad goal into small, independently judgeable pieces, assigns them to specialist builder agents, and routes every…

    Jose Amoros · · 21 min read

  • Radial diagram showing AI agents — data generation, root-cause analysis, flaky-test detection, LLM gateway — orbiting a central Playwright execution core, connected to TestQuality for governed test reporting | TestQuality - TestStory.ai

    Agentic QA

    Building an Agentic Playwright Framework for QA Teams

    An agentic Playwright framework is a Playwright test suite extended with AI agents that handle bounded work around execution: generating schema-controlled test data, analyzing failure…

    Jose Amoros · · 21 min read

  • Test Automation Software

    Automation Testing

    What Is Test Automation Software? Types & How to Choose

    Test automation software runs your tests automatically so teams catch bugs sooner and ship faster. Start by mapping which tests actually deserve automation, then choose the tool that fits…

    Jose Amoros · · 9 min read

  • Hub-and-spoke architecture diagram showing a central QA Lead Agent connected to GitHub MCP, Explorer, Tester, and Browserless nodes via violet glowing lines, with a governed handoff to TestQuality

    Agentic QA

    How custom AI agents via MCP extend autonomous QA

    Custom AI agents via MCP (Model Context Protocol) let an autonomous QA system reach beyond its built-in skills by connecting to external tools such as GitHub and browser automation services.…

    Jose Amoros · · 17 min read

  • Diagram comparing Gemma 4 QAT and Qwen 3.6 performance on a local coding agent task in VS Code, showing model output quality differences for AI-generated test code | TestStory

    Agentic QA

    Why Gemma 4 QAT Struggles in Local Coding Agent Tasks

    Gemma 4 QAT refers to Google’s quantization-aware versions of Gemma 4, designed to reduce memory use and improve local inference speed on developer machines. In a direct head-to-head…

    Jose Amoros · · 18 min read

  • Agentic Testing and CI/CD integration with your Pipeline Workflow

    Agentic QA

    How To Integrate Agentic Testing Into Your CI/CD Pipeline

    At a Glance Agentic Testing in CI/CD: Where the Boundary Is and How to Cross It Cleanly AI drafts the tests. Playwright runs them. The CLI governs both. The boundary is strict: Agentic tools…

    Jose Amoros · · 21 min read

  • How to Choose the Right Test Automation Framework in 2026

    Automation Testing

    How to Choose the Right Test Automation Framework in 2026

    Key Takeaways Picking the wrong test automation framework is a decision that compounds over time. Choose based on your team’s stack, not industry hype. Before committing to any framework,…

    Jose Amoros · · 13 min read

  • AI Test Case Generation vs Manual Writing: Pros, Cons & ROI

    AI Testing

    AI Test Case Generation vs Manual Writing: Pros, Cons & ROI

    AI test case generation delivers measurable ROI when paired with human expertise, but manual writing remains essential for exploratory scenarios and complex business logic. Organizations…

    Jose Amoros · · 9 min read

  • Why Manual Testing Isn’t Dead—But AI is Changing the Game

    AI Testing

    Why Manual Testing Isn’t Dead—But AI is Changing the Game

    Human testers aren’t being replaced; they’re being repositioned as quality strategists who guide AI-powered workflows. Stop asking whether AI will take your job, and start asking how AI…

    Jose Amoros · · 12 min read

  • Best AI Tools for Software Testing Teams

    AI Testing

    Best AI Tools for Software Testing Teams

    AI tools for software testing have evolved from experimental add-ons into essential components of modern QA workflows. Start by identifying your biggest testing bottleneck, then select AI…

    Jose Amoros · · 11 min read

  • AI Test Automation Frameworks

    AI Testing

    How to Implement AI Test Automation Frameworks

    AI test automation frameworks are transforming how teams build, execute, and maintain test suites by embedding intelligence directly into the testing workflow. Start small with a pilot…

    Jose Amoros · · 11 min read

  • How to Handle Exceptions in Selenium: A Complete Guide

    Articles

    How to Handle Exceptions in Selenium: A Complete Guide

    Key Takeaways Mastering exceptions in Selenium is essential for building stable, reliable test automation suites that don’t crash at the first sign of trouble. Invest time in understanding…

    Jose Amoros · · 13 min read

  • Test Automation Tools for DevOps and CI/CD Pipelines in 2026

    Automation Testing

    Test Automation Tools for DevOps and CI/CD Pipelines in 2026

    Key Takeaways Choosing the right test automation tools for DevOps determines whether your CI/CD pipeline ships fast or stalls under flaky tests, slow execution, and integration headaches. If…

    Jose Amoros · · 9 min read

  • Test Automation Framework for CI/CD

    Automation Testing

    Choosing the Right Test Automation Framework for CI/CD

    Selecting the right automation framework impacts your CI/CD pipeline speed, test reliability, and team productivity. Start by evaluating your pipeline requirements and team capabilities…

    Jose Amoros · · 7 min read

  • How to Automate Test Case Creation with AI

    Automation Testing

    How to Automate Test Case Creation with AI

    Key Takeaways AI test case generation reduces manual testing effort significantly while expanding test coverage and catching edge cases humans overlook. The shift from manual to AI-assisted…

    Jose Amoros · · 9 min read

  • How to Write Effective Gherkin Acceptance Criteria: A Guide

    Acceptance Testing

    How to Write Effective Gherkin Acceptance Criteria: A Guide

    Key Takeaways: Gherkin acceptance criteria transform user stories into executable specifications that bridge technical and business teams. Writing gherkin acceptance criteria has become…

    Jose Amoros · · 11 min read

  • Test Case Management: Tools, Templates & Strategy

    Automation Testing

    Test Case Management: Tools, Templates & Strategy

    Key Takeaways Effective test case management transforms scattered testing efforts into a systematic quality assurance powerhouse. Start treating test case management as a strategic…

    Jose Amoros · · 9 min read

  • How Test Automation Efficiency Improves QA

    Automation Testing

    How Test Automation Efficiency Improves QA

    Key Takeaways Test automation efficiency revolutionizes software quality assurance by transforming time-intensive manual processes into rapid, reliable, and repeatable testing cycles. The…

    Jose Amoros · · 14 min read

  • Why Use Gherkin for Automated Test Scripts in 2026?

    Automation Testing

    Why Use Gherkin for Automated Test Scripts in 2026?

    Key Takeaways Gherkin automated testing bridges the gap between business requirements and technical implementation while future-proofing your test automation strategy. The verdict: Teams…

    Jose Amoros · · 15 min read

  • How to Integrate Gherkin Testing in Your CI/CD Pipeline

    Automation Testing

    How to Integrate Gherkin Testing in Your CI/CD Pipeline

    Key Takeaways Gherkin CI integration transforms BDD scenarios into automated pipeline tests that catch issues early and maintain quality throughout deployment. Start integrating your BDD…

    Jose Amoros · · 13 min read

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