Governance, Change Management & Best Practices¶

Data Quality & Schema Evolution Incidents¶

Upstream schema changes breaking deserialization. Late data spikes and watermark misconfigurations.

Change Management¶

Required pipeline for moving from dev → staging → prod. Required checks before deploying risky changes.

Security, Auditing, and Access Control¶

Who can deploy/stop jobs. Secrets management.