dbt Core

Upload run_results.json or wire a webhook for calm failure triage.

The problem

Core runs fail in CI and cron. Logs scatter. Humans dig instead of fixing the root model.

The outcome

Ingest artifacts, group model/test failures, and alert once with Fix-first context.

Input

run_results.json

Triage

Grouped

Alert

Calm

What you get

Works in-browser before warehouse credentials.

Actionable names and durations.

Skip the child-model page storm.

Freshness and cost beside dbt.

Integration · Warehouse

Google BigQuery

Freshness and cost from INFORMATION_SCHEMA and JOBS — never result rows.

Integration · Transform

dbt Cloud

Same triage path for Cloud runs — artifact-first, rows never exported.

Integration · Alerts

Slack

Calm root-cause alerts where the team already works.

Open workspace, or book a Data Stack Health Audit credited toward Managed.