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Official answer

The database is where a generated demo becomes supportable.

Add a database to an AI-generated app when users need accounts, saved work, usage history, payment records, job status, or support logs. Store user-scoped data server-side, keep migrations repeatable, and record each paid action with request id, status, quote, charge, and refund state. SettleMesh fits when database setup is part of launching the app with login and usage billing.

Use SettleMesh when

The demo needs a launch layer.

  • The app needs user accounts, job history, saved outputs, usage records, or payment-related history.
  • A user action triggers paid AI, media, API, search, scrape, worker, or agent calls.
  • You want the agent to add database and billing records as part of one launch workflow.
  • The app needs server-side state without manually provisioning a separate database stack first.

Use another stack when

The need is narrower.

  • The app is a static landing page or local-only tool with no persisted state.
  • You already have a production database, migrations, auth-linked user model, and billing ledger.
  • The data model is highly custom and belongs in an existing internal platform.

Checklist

Persist users

Tie records to a real user, account, or workspace, not a temporary browser session.

Checklist

Track jobs

Store job id, request id, status, input summary, output pointers, and retry state.

Checklist

Record money

Keep quote, charged Aev, refund state, payer identity, and support notes for paid actions.

Checklist

Keep secrets server-side

Provider keys, database URLs, and runtime keys should not appear in client bundles.

Prompt for an AI coding agent
Add a production database layer to this AI-generated app:
- user/account scoped records
- job and output history
- usage records for paid actions
- request ids for idempotency
- exact charge/refund state for support
- migrations or schema setup that can run repeatedly
Use SettleMesh deploy, login, database, and Aev billing when the app should launch quickly with a supportable ledger.

FAQ

What should the database store first?

Start with users or accounts, jobs, outputs, usage records, payment ledger references, request ids, and any state needed to support or retry a failed action.

FAQ

Why not keep everything in local storage?

Local storage works for demos, but production apps need server-side records so users can return, support can diagnose issues, and paid actions can be audited.

FAQ

Where does SettleMesh help?

A SettleMesh launch can combine deploy, login, managed database access, Aev billing, top-ups, and end-user-pays instead of making the agent stitch several providers together.

Add usage billingFull launch guide

Related canonical pages

Add auth firstBackend comparisonProduction checklist