What AI tools are you using and how are they helping with testing, automation and any other tasks?

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What kind of efficiency improvements have you seen?
Would love to hear your experiences!

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My AI usage is limited to:

  • understanding the business domain asking many questions about things which I hardly find with Google Search;
  • gathering potential data variations of certain globally known thing (although keeping in mind they are incomplete);
  • generate technical or user documentation (requires lots of care, review, edit but it’s a decent start), review my messages to clients or stakeholders;
  • have code reviews as I don’t work closely with other technical people;
  • get faster to the functions or code usage samples or parameters that I have a hard time finding in tools documentations, which I would use in development;

I use ChatGPT (tried Gemini and it has not been as useful), and GitHub Copilot (for code reviews/refactoring/autocompletion with a lot of care as it’s wrong about half the time).

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Great insights!
AI definitely has its strengths, but careful validation is key. Have you found any particular AI tool surprisingly helpful despite its limitations?

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This thread might be interesting to you: What AI-powered testing tools have you found to be most impactful in your work?

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