Demo: Observability & remediation

Pre- and post-merge app-change observability plus fast remediation that keeps dbt sources/staging in sync with product changes — without surprises.

Works with GitHub, dbt, Snowflake, and Slack. No workflow changes required.

Demo: Shift-Left DevX

PR-native, policy-enforced metadata management that makes compliance and data trust automatic before merge, in a familiar developer workflow.