If your Playwright suite is “green locally, red on CI,” here’s the uncomfortable truth: Your tests aren’t flaky. Your popup strategy is. Cookie banners, newsletter modals, chat widgets, “rate your experience” overlays, payment windows, login providers—popups are not edge cases anymore. They’re part of the product. And when we treat them like surprises, we …
Playwright + AI-Assisted Pop-Up Handling Recipes Read More »
Introduction E-commerce applications are highly dynamic systems. Prices change based on location. Inventory updates in real time. Promotions impact checkout instantly. Because of this complexity, interviewers prefer scenario-based automation testing questions over theoretical ones. They want to understand how you think, how you design automation, and how you handle real-world challenges. This article presents 15 common e-commerce automation scenarios with clear, step-by-step answers that are …
How to Write Automation Test Scripts from Scenarios (15 E-Commerce Examples) Read More »
GenAI can accelerate test design, maintenance, and failure triage—but it also introduces new risks: hallucinated assertions, hidden flakiness, and privacy/governance gaps. The QA teams that win in 2026 won’t be “the ones using AI.” They’ll be the ones who can engineer trust: grounded context, constraints, verification gates, and observable evidence. Why 2026 feels like …
Gen AI in Software Testing: Benefits, Limits, and the New QA Skillset for 2026 Read More »
Learn how to build reliable Playwright automation tests in 2026 using the Zero-Flake strategy. This guide covers stable setup, locator best practices, CI reliability, first test implementation using the Leaftaps OpenTaps demo site, and scalable Playwright framework design. Introduction: Why Reliable UI Automation Matters in 2026 Choosing a UI automation tool is no longer …
Playwright Testing in 2026 — The Zero-Flake Setup Guide Read More »
AI in test automation is at an awkward stage: everyone claims “AI-powered,” but most teams still fight the same three enemies: Flaky failures that waste hours Slow triage (“is this a product bug or a test issue?”) Coverage blind spots (we test a lot… but not necessarily what matters) This article is not a …
The DevOps Engineer role is one of the most misunderstood positions in modern technology teams. Ask ten companies for a DevOps job description and you’ll likely get ten different answers—ranging from “someone who manages Jenkins” to “a cloud engineer who also knows Kubernetes.” This confusion isn’t accidental. DevOps was never meant to be a job title in the first …
DevOps Engineer Job Description: Responsibilities and Skills That Actually Matter Read More »
Generative AI is quietly becoming a “new teammate” in QA. Not just for writing test cases faster—but for deciding what to test, what to ignore, how to interpret failures, and even what “good enough” looks like. That’s why the ethical impact of generative AI in software testing isn’t a side conversation. It’s a product …
GenAI in QA: The Hallucination Problem That Turns Into Production Risk Read More »
Modern web apps don’t “break tests” because selectors are bad. They break tests because the UI keeps changing context: iFrames (payments, chat widgets, embedded dashboards) Popups / new tabs (SSO providers, help centers, previews) Uploads & downloads (reports, resumes, exports) In older tools, these were classic flake zones: you’d switch context manually, race the …
Your Playwright Tests Fail for This Reason (Frames, Popups, Downloads) Read More »
Who This Article Is Written For This article is not for people browsing job titles. It is written for: Professionals planning long-term salary growth QA engineers, testers, developers, and analysts feeling career stagnation Non-IT professionals who want low-risk entry into tech Anyone who wants to stay employable beyond 2026 If you want income stability …
Highest Paying Tech Jobs in 2026: Roles That Will Out-earn the Rest Read More »
Modern web apps are rarely “one page, one DOM.” They’re more like mini ecosystems that embed: iFrames (Stripe/PayPal forms, embedded widgets, chat) New tabs/windows (OAuth logins, help docs, external portals) Native file dialogs (OS-controlled pickers) This is exactly where Selenium tests start to “randomly fail”—not because Selenium is broken, but because your test is …
Selenium Context Switching: iFrames, Windows & File Uploads (The Zero-Flake Guide) Read More »
