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Limits and best practices

Use Cocoding AI as an iterative builder. You will get better results from scoped changes than from one very large request.

Best practices​

  • Start with a clear first version.
  • Add integrations one at a time.
  • Validate preview after each major change.
  • Keep secrets out of prompts and screenshots.
  • Use test data until the workflow is proven.
  • Save or download important project states when the option is available.

Scope limits​

Large product requests can be ambiguous. If generation stalls or produces weak results, split the app into:

  • Core data model.
  • Public user flow.
  • Admin flow.
  • Billing or integration flow.
  • Styling pass.
  • Testing and error handling.

Handoff checklist​

Before handing a generated project to a developer:

  • Confirm the main user flow works.
  • Review generated files.
  • Document required environment variables.
  • Remove placeholder data.
  • Confirm database schema.
  • Check licensing and third-party service requirements.