User Corrections Always Win: The Streaming Outlook Add‑in UI That Turns Human Edits Into Training Signal (Series Part 4)

I knew I’d built the wrong thing the first time I watched a recruiter hesitate over a single field. The UI was “working”—the extractor was returning data—but the moment the company name landed wrong, everything downstream became fragile. Not because ...