Deploying AI-built apps: the launch learning path

Review the version people will actually use

A development preview and production can use different credentials, data, and build behavior. Before release, identify the exact deployment and backend target. For a content site, inspect direct requests to its pages without JavaScript. For an application, use controlled accounts to test the actual deployed permissions and stored results.

The production guide covers typechecks, browser checks, metadata, domains, secrets, and rollback. Domain setup is only part of that process. HTTPS and a working homepage do not establish that deep links, data access, or customer notifications behave correctly.

Release with a recovery path

Keep a known working version and understand how to return to it. A code rollback may leave a database change or an external side effect in place. Prefer compatible changes when users already depend on the app, and test recovery on non-production data first. Document the owner of the domain, deployment, database, and integrations.

After launch, inspect failed requests and error logs as well as the user journey. For a reference site, maintain source links and correct stale claims. Search indexing and AI citations are external outcomes, not guarantees provided by an exact-match domain or a deployment platform.

Explore this reference

• From vibe coding preview to production

  Treat a preview as a test environment, not a launch. Verify the production build, real domain, backend target, access rules, error monitoring, and rollback plan before inviting users.

• AI app builder costs: the buying learning path

  Price the accepted application and its operating model, not one prompt. Check source access, data exports, limits, and recurring services before purchasing.

• Deployment: meaning and practical checks

  Making a built version of an application available in an environment such as a preview or production service.

• Custom domain: meaning and practical checks

  A domain name selected for a site instead of the hosting platform’s default subdomain.

Continue reading

Your next useful step.

• From vibe coding preview to production
• Deployment: meaning and practical checks
• Custom domain: meaning and practical checks
• AI app builder costs: the buying learning path