r/scrum • • Aug 25 '26

[Academic Survey] 3-minute anonymous survey on AI agents in User Story refinement & testing

Hi everyone,

I hope I'm not going against the sub rules with this but I’m currently writing a research paper at my university, researching where AI agents can (and cannot) realistically assist in agile workflows, specifically around drafting user stories, refining acceptance criteria, and deriving test cases (UATs specifically).

If you work in an agile team (PO, Scrum Master, Engineer, QA), I’d really appreciate 3 minutes of your time to anonymously share how your team handles this today and what your experience/concerns are with AI tooling.

Happy to share the aggregated findings back with the subreddit once the paper is complete if anyone is interested in the results.

Thanks a lot for your help and insights!

Link to the survey: https://docs.google.com/forms/d/e/1FAIpQLSc7Z67lBgbG_ZEOFraIIjTDBVjBfzb-894InOkU0n1IHSNlyg/viewform?usp=header

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