Realising debugging output is about tethering it to human generated content

19 Jun 2026

In this moment: Edward Basham
Nick Pykett gave an interesting talk on ensuring test output from AI is reliable, and that this can be achieved from linking it to user generated content, in this context to gherkin test steps. This enables faster debugging and more human control. I wonder how else this basic concept can be applied.
Edward Basham profile image
Edward Basham
Software testing specialist

SQA based in MK with several years experience of working in multi-disciplinary scrum teams.

Simon Tomes
Thanks for this, Edward. Good to see you in person! I enjoyed Nick's practical approach to applying AI to something familiar. Will be good to see more of that. Where else do you think this approach could be applied?

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