Configure Databricks local development with dbx, Databricks Connect, and IDE. Use when setting up a local dev environment, configuring test workflows, or establishing a fast iteration cycle with Databricks. Trigger with phrases like "databricks dev setup", "databricks local", "databricks IDE", "develop with databricks", "databricks connect".

Configure Databricks enterprise SSO, Unity Catalog RBAC, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls with Unity Catalog. Trigger with phrases like "databricks SSO", "databricks RBAC", "databricks enterprise", "unity catalog permissions", "databricks SCIM".

Execute Databricks primary workflow: Delta Lake ETL pipelines. Use when building data ingestion pipelines, implementing medallion architecture, or creating Delta Lake transformations. Trigger with phrases like "databricks ETL", "delta lake pipeline", "medallion architecture", "databricks data pipeline", "bronze silver gold".

Implement Customer.io webhook handling. Use when processing delivery events, handling callbacks, or integrating Customer.io event streams. Trigger with phrases like "customer.io webhook", "customer.io events", "customer.io callback", "customer.io delivery status".

Collect Customer.io debug evidence for support. Use when creating support tickets, reporting issues, or documenting integration problems. Trigger with phrases like "customer.io debug", "customer.io support ticket", "collect customer.io logs", "customer.io diagnostics".

Implement Customer.io core feature integration. Use when implementing segments, transactional messages, data pipelines, or broadcast campaigns. Trigger with phrases like "customer.io segments", "customer.io transactional", "customer.io broadcast", "customer.io data pipeline".

Implement CodeRabbit webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling CodeRabbit event notifications securely. Trigger with phrases like "coderabbit webhook", "coderabbit events", "coderabbit webhook signature", "handle coderabbit events", "coderabbit notifications".

Apply CodeRabbit security best practices for secrets and access control. Use when securing API keys, implementing least privilege access, or auditing CodeRabbit security configuration. Trigger with phrases like "coderabbit security", "coderabbit secrets", "secure coderabbit", "coderabbit API key security".

Configure CodeRabbit enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for CodeRabbit. Trigger with phrases like "coderabbit SSO", "coderabbit RBAC", "coderabbit enterprise", "coderabbit roles", "coderabbit permissions", "coderabbit SAML".

Implement monitoring, logging, and observability for Clerk authentication. Use when setting up monitoring, debugging auth issues in production, or implementing audit logging. Trigger with phrases like "clerk monitoring", "clerk logging", "clerk observability", "clerk metrics", "clerk audit log".

Set up local development workflow with Clerk. Use when configuring development environment, testing auth locally, or setting up hot reload with Clerk. Trigger with phrases like "clerk local dev", "clerk development", "test clerk locally", "clerk dev environment".

Implement session management and middleware with Clerk. Use when managing user sessions, configuring route protection, or implementing token refresh logic. Trigger with phrases like "clerk session", "clerk middleware", "clerk route protection", "clerk token", "clerk JWT".