vibe coding

Rehearse a 40-minute build with time reserved for testing. Choose a small user task, make it work and explain the failures you found before proposing a launch.

A new term for a new skill. The interviewer wants a definition, a sensible use for PMs, and an honest view of where AI-built prototypes stop being trustworthy.

A tenth of apps in one audit exposed their database to anyone. Check access control on every table, keys in the client, auth with a second account and an owner for the findings before any customer sees the link.