Composite Action
action/dbt-ci + example workflow.
Integration · Data CI
GitHub Actions
PR Data CI/CD: Check Run + PR comment with Fix-first — fail the job when dbt fails.
The problem
CI dumps raw dbt logs. Teams merge broken models or spend mornings spelunking job output.
The outcome
Drop in action/dbt-ci after dbt build. VectorData uploads run_results.json, posts a calm Check Run + PR comment, and fails the PR on model/test failures.
Live
PR Data CI
Artifact
run_results.json
Gate
Fail on fail
What you get
Check Run + PR comment
Fix-first markdown, not a log wall.
Same triage as prod
Webhook groups failures like Watchdog.
Works with BQ or Snowflake dbt
Adapter-agnostic artifacts.
- ✓Product: /vectordata/data-ci
- ✓Docs: /docs/integrations/github-actions-data-ci
- ✓Example: examples/github-actions/
- ✓Demo
Related
Integration · Warehouse
Google BigQuery
Freshness and cost from INFORMATION_SCHEMA and JOBS — never result rows.
Integration · Transform
dbt Core
Upload run_results.json or wire a webhook for calm failure triage.
Integration · Transform
dbt Cloud
Same triage path for Cloud runs — artifact-first, rows never exported.
Try VectorData, then decide
Open workspace, or book a Data Stack Health Audit credited toward Managed.