How QA Testers Are Actually Using AI in 2026 (Prompts Included)
Every few months a new wave of "AI will replace testers" takes shows up in my feed, followed by an equal and opposite wave of "AI can't understand testing at all." Both miss what's actually happening on the ground.
Here's the real shift: testers who write clear, specific prompts are getting noticeably more done in the same hours. Testers who type "write me some test cases" and expect magic are getting the same generic, useless output everyone else gets from lazy prompting.
The gap isn't the AI. It's the prompt.
Why generic AI advice doesn't work for QA
