Is your vibe-coded app ready for production?
Run a production readiness checklist, find the risky gaps before launch, and get fix prompts you can use right away.
What happens next
The checklist opens on its own dedicated route so each setup step, question, and result state reads like a clear flow instead of a section lower on the page.
Built around the production failures that show up after a demo starts getting real users.
Whether the first version came out of Lovable, Bolt, Replit, Cursor, v0, or a more mixed AI-builder stack, the harder part starts when real users show up. This checklist is built to catch the common production weak spots early: auth boundaries, secrets, environment setup, database discipline, error handling, logging, and AI workflow controls.
Auth and permission boundaries
Secrets, env vars, and environment separation
Database writes, schema discipline, and rollback risk
Error handling, logs, and audit trail
AI workflow controls like approvals, stop rules, and tool access
Sensitive-data handling for higher-risk workflows
Keep going on the parts that usually break
These articles give the longer explanation behind the checklist categories on this page, especially for AI agents and regulated workflows.
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Why the control layer matters more than another prompt tweak.
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Fintech AI automation
What regulated workflow automation looks like when auditability is treated as a first-class requirement.
Ready to run it
Open the dedicated checklist flow
The actual checklist lives on its own route so the setup, question steps, and results can each take over the page cleanly.
Is this a code audit?
No. This MVP is a deterministic checklist. It helps you surface likely production gaps before a launch, but it does not replace a real architecture, security, or compliance review.
What does the checklist cover?
The checklist covers secrets handling, auth boundaries, environment separation, database discipline, error handling, logging and auditability, plus AI-agent or fintech controls when those project types apply.
Can I use it for Lovable, Bolt, or other builders?
Yes. The page is framed around vibe-coded apps in general, and the tool adapts its fix prompts for Lovable, Bolt, Replit, Cursor, v0, and other AI builder workflows.