Short notes on shipping with AI-assisted coding — process, scope, and what actually works.
Vibe coding feels great until scope drifts. A few lightweight habits keep AI-assisted builds shippable for real clients.
How AI-assisted coding changes the MVP loop — faster drafts, clearer scope, and why humans still own the product decisions.