AI-built or unclear app
For vibe-coded and AI-built apps that need a safer path through deployment, secrets, auth, database assumptions, monitoring, cleanup, and support.
Starting options
These are the concrete ways this service usually starts. The enquiry confirms which one fits before anything is booked.
Use maintenance review when the app is live, stable, or clearly deployable enough to assess without a paid diagnostic.
Use Technical Discovery when deployment, secrets, auth, data, ownership, or code quality are unclear.
How it works
Decide whether the app can start with maintenance review or needs Technical Discovery first.
Inspect repo/export, dependencies, environment variables, auth, database assumptions, deployment, and obvious security risks.
Route to support onboarding, cleanup, Production Stabilization, a scoped change order, or a rebuild recommendation.
If PiFlow manages production, maintenance and support happen through an active support plan on third-party platforms.
Practical public material to help you evaluate the starting point before a call.
Only after review. Stable apps may start with maintenance review; risky or unclear apps start with Technical Discovery before PiFlow accepts production responsibility.
No. Managed hosting is included with active support plans as platform management. PiFlow is not the underlying hosting provider.
PiFlow will recommend cleanup, stabilization, a scoped change order, or a rebuild path instead of pretending the app is safe to operate.
Bring the repo, export, or live demo. PiFlow will identify whether review, diagnosis, cleanup, or support is the right next step.