collibra-governance-automation
Collibra Governance Automation
Open-source Python Governance-as-Code engine with a public Provider SDK (API 1), provider-neutral configuration, metadata provenance and authority, conflicts, lineage, impact and drift, deterministic planning and safe Collibra reconciliation — dry-run by default, preflight and explicit authorization. External reference provider: governance-provider-example.
Problem it solves
PostgreSQL, ODCS, dbt and OpenLineage describe different parts of the same ecosystem. The challenge is not simply collecting that metadata, but giving it a common identity, preserving where it came from, analyzing authority and conflicts, and understanding impact and drift before changes reach a governance platform.
How I approached it
The project combines Governance-as-Code, change intelligence and an extensible Provider SDK (API 1). It builds a vendor-neutral governance core, analyzes provenance, authority, conflicts, lineage, impact and drift, prepares deterministic plans and only then reconciles with Collibra — dry-run by default, preflight and explicit mutation authorization. An external example provider (governance-provider-example) proves the same public registration model.