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Deploying AI-Built Projects

Choose the right hosting lane for an AI-built project by architecture shape: static, SSR, or full-stack service.

Level Advanced
Time 20 minutes
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Updated March 7, 2026

What This Guide Is For

Deployment is where many AI-built projects stop feeling effortless. The right host depends less on what generated the code and more on what the app actually is.

Freshness note: Hosting plans and platform features change quickly. This guide was reviewed against official deployment docs on March 7, 2026.

Start With Architecture, Not Brand

Ask one question first:

Is this project:

  • a static site
  • an SSR app
  • a full-stack service with databases or workers

That answer should drive the hosting choice.

Static Site Path

Best fit:

Choose this lane for marketing sites, portfolios, docs, Astro sites, and content-first apps.

SSR And Framework App Path

Best fit:

Choose this lane when rendering, middleware, or request-time logic is part of the product.

Full-Stack Service Path

Best fit:

Choose this lane when you need:

  • long-running services
  • worker processes
  • database-attached applications
  • operational control beyond static or edge hosting

A Safe Launch Workflow

  1. decide the hosting lane from the architecture
  2. keep build and start commands explicit
  3. stage on a preview or non-production URL first
  4. test forms, auth, env vars, and error paths
  5. connect the custom domain only after the preview behaves correctly

AI-Specific Risks

  • the generated project may include configs you do not actually need
  • environment variables are easy to mis-handle when AI scaffolds deployment files
  • preview success does not guarantee production correctness if data, auth, or domain settings differ