Last quarter one of our engineers made a small edit to a system prompt. Pushed it directly. No review, no history, nothing.
Within an hour our AI was responding to users with completely wrong answers.
We had no idea what changed. No diff to look at. No rollback button. Just three of us staring at the codebase trying to reverse-engineer a single line edit that had already been overwritten.
We are two engineers who had no business caring this much about floor plans. Yet here we are.
When we first explored AI for real estate, everyone told us the same thing. Start with photos. Run AI virtual staging. Make the images pop. It sounded reasonable. It also felt wrong.