We use
Submitted field problems, user-permitted photos, your own jobsite photo library, field notes, and reviewed answers.
TinnerFlow™
The clean data strategy for building TinnerFlow into a real field assistant.
Submitted field problems, user-permitted photos, your own jobsite photo library, field notes, and reviewed answers.
Copied Reddit/forum photos, copied user posts, private job information, customer data, company secrets, or unreviewed AI guesses.
Use outside forums/sites only to identify common problem patterns, then write original TinnerFlow content and cite sources when needed.
“Duct hits sprinkler line near grid B-4.”
Check photos, drawing context, what foreman said, and whether it is project-specific.
Write Stop / Check / Do / Ask / Don’t in original TinnerFlow language.