Complete guide to detecting, quarantining, and preventing flaky tests in CI/CD. Includes root cause taxonomy, code patterns, and team playbook.
Build an AI-enhanced Playwright framework with self-healing locators, intelligent failure analysis, and AI-assisted test generation. Includes complete TypeScript code examples and a 4-week implementation plan.
When API tests and UI tests both pass but production is broken, the integration contract is the culprit. Learn 3 hybrid testing patterns using Playwright that validate the round-trip between frontend and backend.
Most JMeter tests fail to predict production issues because they test endpoints, not user journeys. Learn how to build realistic performance tests with proper thread groups, think times, distributed testing, and CI/CD integration.
Learn how to build an autonomous testing agent with four core components: perception, decision, execution, and communication. Includes architecture diagrams, Python code examples, and a step-by-step implementation guide.
Traditional test automation executes what you tell it. Agentic Quality Engineering reasons about what to test, adapts strategies, and self-heals. Learn the three pillars of Agentic QE and a practical 16-week implementation roadmap.
Complete 2026 SDET interview preparation guide covering 12 essential domains — from Selenium and Playwright to AI testing and behavioral questions. Includes sample questions, code snippets, and a 4-week prep plan.
Voice AI agents fail in production not because of hallucinations — but during the silence between turns. Learn a 4-layer testing framework to catch failures before users do.
Learn how Playwright Test Agents + Claude Code create self-healing tests that cut maintenance by 85%. Real implementation guide with ROI data — from 21% flaky tests to 1.2% in 23 days.
Welcome to Part 2 of our Vibe Coding series where we build a real-life automation framework using Generative AI tools. 🤖 Learning AI-powered testing? Go hands-on with LLM, RAG, and AI-agent testing in the AI-Powered Testing Mastery course at The Testing Academy. In the previous part, we successfully created a product requirement document (PRD), a…
Automation is changing fast and tools powered by AI are making it easier than ever to build frameworks from scratch. In this blog, I’ll walk you through how I created a live automation framework using Generative AI tools like Cursor, Perplexity, and Aqua. 🎭 Want to master this with real projects? Join the Playwright Automation…
After spending 14 years in the software testing industry, I’ve seen many common patterns that stop QA professionals from growing. These aren’t small mistakes—they are career-killers. I’ve made these mistakes myself earlier in my journey, and I want to help you avoid them before they hold you back too. 🎭 Want to master this with…