G2

Pratik S.

Senior QA Engineer

Information Technology and Services

Small-Business (50 or fewer emp.)

10/27/2026

"Saves me hours on QA work, just double check it"

4.5/5

What do you like best about Gemini?

I work as a QA engineer and Gemini has become part of my daily routine. What I like most is handing it a user story or a set of acceptance criteria and getting back a decent list of test scenarios, including the negative and edge cases. It usually catches a boundary case or two that I'd have missed on my first pass. It's also pretty good with automation code. When a test fails with a long stack trace, I paste in the error along with the test and it normally points me in the right direction, like a selector that changed or a wait that's too short. Responses are quick, and because we already use Google Workspace, pulling in a requirements doc from Drive or exporting a table of test cases to Sheets is really convenient. Review collected by and hosted on G2.com.

What do you dislike about Gemini?

It can be confidently wrong, which is a real risk in testing. A few times it gave me automation code that used a method that doesn't exist in the version we're on, or assumed a field would behave a certain way when it didn't. So I always double check before I use anything it gives me. In long conversations it also starts to lose track of details I mentioned earlier, like the exact validation rules for a form, and I end up repeating myself or starting a new chat. The answers can be a bit generic too unless I give it a lot of context upfront. It would be great if it held on to project context better between chats. Review collected by and hosted on G2.com.

What problems is Gemini solving and how is that benefiting you?

Before Gemini, writing test cases, test data and bug reports by hand took up a big part of my day, especially at the start of a sprint when a lot of new stories land at once. Now I get a first draft of the test scenarios in a few minutes and spend my time reviewing and adjusting them instead of typing everything from scratch. It helps a lot with test data as well. I ask it for sample API payloads or tricky inputs like very long strings, special characters and invalid dates, which comes in handy when I'm testing things like pricing calculations or data that syncs to our ERP. For bug reports, I paste my rough notes and it turns them into clean steps to reproduce with expected and actual results, so developers come back with fewer questions. The interface is simple enough that there was basically no learning curve. I'd say it saves me a few hours every week, which is a really good return for the price. Review collected by and hosted on G2.com.