“Could you please provide some more information? What version of the app are you using?…”
“I have Deleted ALL accounts and created one account ‘Checking’…”
“Bug is confirmed.”
Developers had to dig them out, one message at a time.
FUSION’s guided fields made reports more reproducible, but they took longer to write.
Static and dynamic analysis map the GUI. Language models learn from real app usage.
What can be done on every screen
Which GUI action likely comes next
Which GUI element that action targets
Each sentence is parsed as you type, matched to the app, and validated.
Predictions complete the target of a step, or the whole next step.