Founder Handoff

When to bring in an engineer for a vibe-coded app

You do not need an engineer for every landing page or prototype. You do need engineering judgment when the app starts holding money, user trust, private data, or your reputation.

Bring in an engineer before these moments

• You add payments, subscriptions, credits, refunds, or invoices.
• You collect private user data, documents, health information, financial data, or business records.
• You invite customers outside your direct network.
• You connect AI features to email, files, databases, admin tools, or third-party actions.
• You are afraid to make changes because previous AI edits broke working features.

Bring in an engineer after these symptoms

Repeated bugs, customer data confusion, unexplained costs, slow pages, blank screens, and fragile deployments are signals that the product has moved past prototype mode.

What a good handoff looks like

A good handoff gives an engineer enough context to maintain the app: what the product does, which flows are critical, where data lives, which services are connected, what secrets exist, how deployment works, and what must not break.

Audit before hiring full-time

If you are not ready to hire an engineer, start with a focused vibe-coded app audit. It gives you a prioritized map of what matters before you spend months recruiting or rewriting.