Maryam Adam

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.

Four hours later we found it.

I m curious what Product Hunt launch results looked like in real terms for people here.

Not just upvotes or comments, but actual outcomes like:

• site visits

• signups

• activated users

• paid conversions

• retention after the spike

If you re open to sharing, it would be interesting to know: