A Form Error Should Help People Finish the Form
Preserve the user’s work, explain the correction, and make errors easy to find. A rejected submission can still be a well-designed part of the experience.
Software Testing
The Local Feedback Loop: Catch Mistakes Before They Reach CI
Continuous integration should confirm shared truth, not reveal every ordinary mistake for the first time. A layered local feedback loop gives developers faster, clearer evidence while keeping the authoritative pipeline intact.