Get alerted when upstream schemas change before your pipelines break
Monitors your source databases, APIs, and third-party integrations for schema changes — new columns, removed columns, type changes, enum value additions — and alerts you before the downstream breakage happens.
Create a skill called "Schema Sentinel". I'll configure it with connections to my source databases and/or APIs. On a schedule I define, the skill should: (1) Snapshot the current schema of each monitored source (tables, columns, types, constraints). (2) Compare to the previous snapshot. (3) For any changes found, classify them as: column added, column removed, column renamed (detected by type + position similarity), type changed, constraint changed, or new values in categorical columns. (4) Assess downstream impact by tracing which dbt models, views, and dashboards reference the changed columns. (5) Generate migration code if applicable. (6) Alert me via Slack or Telegram with severity (critical for removals/renames, warning for additions, info for new enum values). Maintain a full change log with timestamps.
A vendor renames a column. A Salesforce admin adds a custom field. An API
bumps its version. You find out when everything downstream breaks at 2am.
This skill detects changes at the source so you can respond proactively.
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