2. Databricks Projects

Mental Model

From the workspace edge inward, every asset is created and deployed through Databricks Asset Bundles (DABs). The databricks-agent-skills library writes the bundle YAML and source files and deploys them with the Databricks CLI. The boundary is the workspace edge: outside it is Terraform (Infra Setup), inside it is DABs (this section). One repo, one bundle, one owning team.

Run in this order

Create the project repo, add ingestion when the source requires it, build the Spark Declarative Pipeline, define the metric view, publish the dashboard, ground the Genie Agent, then orchestrate the pipeline with jobs.

Order Page Skill Status
1 Project repo databricks-dabs Done
2 Ingestion Pipelines databricks-lakeflow-connect, databricks-zerobus-ingest Done
3 Spark Declarative Pipelines databricks-pipelines Done
4 Metric Views databricks-metric-views Done
5 Dashboards databricks-core, databricks-aibi-dashboards, databricks-dabs Done
6 Genie Agents databricks-core, databricks-genie-agents, databricks-dabs Done
7 Databricks Jobs databricks-core, databricks-jobs, databricks-dabs Done

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