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mock-data

Why mock data comes before real connectors

Mock datasets let us validate contracts, chart behavior, and caveat language before live integration.

1 min read
  • mock-data
  • connectors
  • method

Using mock data first is not a shortcut. It is the safest way to build a credible data product.

In early stages, mock series help us validate:

  • shared schemas
  • chart rendering behavior
  • metadata display requirements
  • cache and freshness workflows

This prevents a common mistake: connecting live APIs too early and then rebuilding the foundation under public traffic.

For this project, connector rollout happens only after source checks are complete:

  1. licence and commercial-use review
  2. attribution format confirmation
  3. caching and snapshot rules
  4. refresh-frequency policy

Until those checks pass, mock is the honest status label.

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