Downstream Impact Guardian · live demo

Access code required

Pressing the button opens a real pull request and runs a real agent, so this demo is gated. Judges: the code is in the submission description. Everything else — the verified reports, the code, the architecture — is public and needs no code at the judge workbench.

Downstream Impact Guardian · live demo

Break a data pipeline. Watch the agent catch it.

One click opens a real pull request with a staged breaking change against an independent dbt repo that integrates the guardian with a single uses: block. The real GitHub Action runs; the agent's report lands below in about a minute.

The catalog this reads: live DataHub (read-only login in the submission description; live during judging) · Demo PRs auto-close after 45 min · how it works · never ingests hypothetical state