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Vibe coding stops being cute when Stripe is involved
The dangerous part of AI-coded apps is not that the code is bad.
Sometimes the code is fine.
The dangerous part is that the builder cannot tell which parts are allowed to be messy.
A pricing page can be ugly. A settings screen can be awkward. A landing page can have weird spacing. Ship it, fix it, move on.
Payments are different.
Login is different.
User data is different.
If it can charge money, expose data, delete records, spam people, publish publicly, or lock someone out, it does not belong in the "ship and see" bucket.
This is the part most AI build posts skip.
The headline says the app made money. Fine. Maybe it did. Maybe it did not. I do not care about the revenue flex.
I care about the question nobody wants to answer:
What breaks when real users touch the thing?
For the next AI-coded feature, make the boring table before you argue about launch date:
| Surface | What can go wrong? | How do we test it? | Who approves it? | How do we roll it back? | |---|---|---|---|---| | Money | Wrong charge, failed upgrade, bad cancellation | Stripe test cases for new, upgrade, downgrade, cancel, refund | Human | Disable plan or revert checkout path | | Auth | User locked out, wrong permission | Login, logout, reset, role tests | Human | Revert auth change | | Data | Private data exposed or overwritten | Seed users with different permissions | Human | Restore backup or undo migration | | Repeated actions | Search, autosave, filters hammer the system | Rate-limit and load test the action | Builder | Disable debounce-triggered feature | | Public output | Bad email, post, page, or notification goes live | Preview from subscriber/user view | Human | Pull or replace output | | Infrastructure | Deployment, database, queue, cron, storage break | Deploy to staging and run health checks | Human if customer-facing | Roll back release | | AI agent action | Tool writes to an external system | Dry run, log, approval gate, saved output | Human for high-risk writes | Revert external change |
Blank test column? You do not know if it works.
Blank approver column? Nobody owns the risk.
Blank rollback column? You do not have an undo plan.
Ship rough edges on the parts that can be wrong for a day without hurting anyone.
Use AI for the boring stuff: a settings screen, a copy change, an admin toggle, a prototype you can throw away.
When the feature touches money, access, data, public output, or an external system, write the test, approver, and rollback before launch.
If rollback is still blank, write one or cut the feature.