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Self-Healing Playwright Tests: Using GenAI to Detect and Fix Login & Session Failures

Even with Playwright’s excellent storageState support and carefully designed login flows, UI tests still fail. And most of the time, it’s not because the feature is broken. It’s because the session is. You’ve probably seen it: A token expires 5 seconds before the test finishes auth.json works for one worker but not another The …

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Top 15 AI-Powered API Automation Testing Tools in 2026

API Testing / By user

As software systems become increasingly distributed and API-driven, API automation testing tools have moved from being optional utilities to becoming a critical pillar of software quality. In 2026, the integration of artificial intelligence (AI) is reshaping how teams design, execute, and maintain API tests—shifting testing from script-heavy execution to intelligent, insight-driven automation. This article …

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Highest Paying Companies in India in 2026: Why Skills, Not Degrees, Determine Your Salary

General / By user

In 2026, the idea that a prestigious degree alone guarantees a high salary is quietly disappearing. Across India’s technology ecosystem, companies are no longer paying for titles—they are paying for impact. This shift explains why some professionals earn ₹6 LPA while others cross ₹40 LPA in the same city, with similar experience. The difference …

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AWS Tutorial for 2026: Why Traditional IT Won’t Survive and How AWS Is Redefining Cloud Careers

AWS / By user

By 2026, businesses are no longer debating whether cloud adoption is necessary. That discussion is over. The real challenge today is whether traditional IT infrastructure can keep pace with modern digital demands. Speed, scalability, security, and cost efficiency are no longer competitive advantages — they are baseline expectations. This shift has positioned Amazon Web Services …

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Playwright: Reuse Login and Test Multiple Users Easily

playwright / By user

If Selenium’s world is “log in, grab cookies, reuse them,” Playwright takes that idea and bakes it into the framework with a feature called storage state. Storage state = a snapshot of: Cookies Local storage Session storage That represent a logged-in browser. You can: Log in once. Save the storage state to a file. …

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Selenium: How to Stay Logged In During Testing

Selenium / By user

Modern applications rarely have a simple “username + password on one page” anymore. You see: SSO (Single Sign-On) with redirects to Google / Azure AD / Okta OTP (one-time passwords) via SMS or email Security rules that expire sessions quickly For real users this is great for security. For Selenium tests… it can be …

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Artificial Intelligence vs Human Intelligence: What Really Matters in 2026

AI / By user

Artificial Intelligence is evolving faster than any technology we have seen before. From content generation to autonomous decision-making systems, AI is now embedded in daily business operations. This rapid growth has triggered an unavoidable question: Will artificial intelligence eventually replace human intelligence? As we move into 2026, the real answer is more nuanced. AI …

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AI in Testing: Smart Waits and Automatic Retries

AI / By user

We’ve seen how waits work in Selenium and Playwright. Now imagine a future where: You don’t have to guess how long to wait. Your tool can learn from previous failures. It can suggest better wait conditions and retry logic automatically. That’s where Playwright + AI comes in as a concept: using AI to make …

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10 High-Demand Career Options After B.SC in 2026 (With Salary & Job-Ready Skills)

Career Growth, career option / By user

Choosing the right career after completing a B.Sc degree can be confusing. Many graduates struggle between higher studies, professional courses, and immediate job opportunities. In 2026, the good news is that a B.Sc background opens doors to high-growth, skill-based careers, especially in the technology and software domain. This guide explains the best career options after B.Sc, focusing on job demand, growth, and …

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Playwright: Fixing Timing Issues with Smart Waits

playwright / By user

One of the best things about Playwright is that it auto-waits for you: Waits for elements to be attached. Waits for them to be visible and stable. Waits for navigation to complete. This is why Playwright tests often feel less flaky than older tools. But there’s a catch: If you don’t understand how auto-wait …

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