Test automation tutorials, frameworks, and tools — from first scripts to full CI/CD pipelines.
Test Reporting
Allure generates the most visually impressive test reports in the automation ecosystem. The default output is already useful — but the teams that get the most from Allure are those who invest in customization. Categories, behaviors, environments, and history trends transform Allure from a pretty report into a diagnostic tool. This
Test Automation
Pixel-by-pixel comparison is the foundation of visual regression testing, but it has a fundamental problem: it's too precise. Two screenshots that look identical to a human can differ by thousands of pixels due to font rendering, antialiasing, subpixel differences, or minor layout shifts from non-deterministic
AI Testing
Every AI coding tool — Cursor, Copilot, Amazon Q, Claude, Gemini Code Assist — generates code that looks correct. The syntax is clean, the names make sense, and the logic passes a casual read. What none of them can guarantee is that the code is correct. This isn't a criticism.
Test Automation
AccelQ and Selenium solve the same problem — automating browser tests — but they make completely different assumptions about who's doing the work and what skills they have. Picking the wrong one for your team isn't just a tooling mistake; it's a months-long detour. The
Test Automation
Self-healing tests sound like marketing language until you've spent three days fixing locator failures after a frontend redesign. AccelQ's self-healing engine is a real, measurable feature — but it has specific mechanics, specific limits, and it's worth understanding both before betting your test
Test Automation
Salesforce testing is genuinely hard. The platform changes constantly — three major releases per year, Lightning components that render differently across orgs, dynamic IDs that make CSS selectors useless, Shadow DOM in LWC that breaks standard locator strategies. Generic test automation tools struggle. AccelQ has built specific Salesforce support that addresses
Test Automation
AccelQ is an AI-native, codeless test automation platform. No scripting, no framework setup, no Selenium boilerplate. You define tests in natural language, AccelQ's engine handles execution. This guide walks you through setup and your first test in plain, direct terms. What AccelQ Actually Is AccelQ is a
Testing Strategies
Both A/B testing and shadow testing run new code against real production traffic. Both are used to validate changes before full rollout. Both require infrastructure to split or duplicate traffic. But they solve different problems, expose real users to different levels of risk, and produce different kinds of evidence.
Mobile Testing
The pitch for Waldo is "mobile testing without writing code." The reality is close to that — but there are setup steps that aren't as obvious as the marketing makes them sound. This guide walks you through the actual setup process, what you'll need before
Acceptance Testing
Acceptance testing is the final checkpoint before software ships to users. Done well, it gives your team confidence that what you built is actually what was asked for. Done poorly, it becomes a ritual rubber stamp that lets bugs through anyway. This guide covers the practices that separate effective acceptance
Test Automation
AccelQ's API testing module lets you create, execute, and maintain REST and SOAP tests without scripting. It sits in the same platform as your UI tests, which matters for end-to-end scenarios that mix API calls with browser interactions. This post covers what the module actually does,
Testing
Snapshot tests are one of those testing tools that developers either overuse or underuse. They get added to every component by default, then blindly updated whenever tests fail — or they get avoided entirely by teams burned by maintenance overhead. The answer is in the middle: snapshot tests are genuinely useful