Skip to main content
The Assistant is product-aware. It creates or repairs analytics changes in Staging, validates them, and creates proposals only when validation passes.

​
Supported work

  • dbt model changes.
  • dbt test changes.
  • Evidence dashboard changes.
  • Repair proposals from failed dbt or Evidence runs.

​
Proposal lifecycle

  1. User asks for a change in Staging.
  2. Assistant inspects relevant files and runtime context.
  3. Assistant writes candidate changes in a sandbox.
  4. Validation runs outside the live workspace.
  5. Passing changes become proposals.
  6. Failed changes remain visible in Assistant task logs and do not enter the normal promotion queue.

​
Production rule

Prod is release-only. If a user asks to change production, the Assistant should route the work to Staging.