What is the best strategy for transitioning from Manual to Automated Testing?

All answers to this question.

Focus on the logic first. If you understand how to write a good test case manually, you can automate it in any language.

   Answered 2024-02-15 by Susan Anderson

• Exactly, Susan. I’ll add that learning SQL is also vital; being able to verify data on the back-end is what separates a basic tester from a high-level QA Engineer.

     Commented 2024-11-07 by Emily Rodriguez

Do you think AI-powered codeless automation tools are going to make learning Selenium or Playwright unnecessary in the next few years?

   Answered 2024-02-16 by Mark Thompson

• Mark, codeless tools are great for simple flows, but they lack the flexibility needed for complex enterprise logic. Even with AI, you need to understand the underlying code to debug when things inevitably break. I’ve seen teams try to go 100% codeless, and they always end up needing a developer to fix the "edge cases" the AI can't handle.

     Commented 2024-02-18 by Matthew Hall

The best strategy is to start with the language you find most intuitive. While Java is the industry standard for enterprise Selenium suites, Python is rapidly gaining ground due to its readability and massive library support. In my 2023 transition, I focused on Playwright with TypeScript because of its speed and modern features like auto-waiting. Don't try to learn everything at once; master one framework and understand the "Page Object Model" (POM) design pattern. This architectural knowledge is what recruiters actually look for during technical rounds.

   Answered 2024-10-18 by Brenda Miller