Production reality check
The vibe was immaculate. The app is broken.
A fast prototype can become a real system before its architecture, tests and release process catch up. The safest next prompt may be no prompt at all.
01
What happened?
Vibe coding optimises for momentum. Production demands repeatability. When prompts make broad edits without a stable baseline, each attempted repair can mix bug fixes, refactors, package upgrades and schema changes.
02
Why this happens
- There is no small, reviewable diff between the working and broken versions.
- Generated components duplicate state or validation rules in different places.
- Preview data, browser storage or mocked APIs hid a missing production dependency.
03
What you can check yourself
- Freeze new edits and save the current commit, logs and screenshots.
- Find the last known-good commit and inspect only the changes after it.
- Verify authentication, API endpoints, database migrations and secrets separately.
- Turn the original failure into a repeatable test before accepting another generated patch.
04
How to test the fix safely
Test a narrow patch on a staging copy of production configuration and representative, non-sensitive data. Keep the last stable artifact available for rollback.
05
When you need a developer
Use a senior reviewer when no one can explain the generated architecture, when data may be lost, or when every fix breaks a different path. Shipvise adds versioned staging, checks, review and an explicit release decision without forcing you to abandon your AI tool.
FAQ
Questions people ask after the demo stops working
Is vibe-coded software always unsafe?
No. The risk comes from unreviewed behavior and an uncontrolled release process, not from the label. Small scope, tests, review and reversible deployment reduce that risk.
What should I give a developer?
Provide repository access, the failing URL, steps to reproduce, logs, the last working commit, deployment configuration and a description of what the AI changed.
Do I need to rebuild the app from scratch?
Not automatically. First determine whether the problem is localised. A rewrite is justified only after comparing its cost and risk with a controlled repair.