Collect Databricks debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Databricks problems. Trigger with phrases like "databricks debug", "databricks support bundle", "collect databricks logs", "databricks diagnostic".

Implement Delta Lake data management patterns including GDPR, PII handling, and data lifecycle. Use when implementing data retention, handling GDPR requests, or managing data lifecycle in Delta Lake. Trigger with phrases like "databricks GDPR", "databricks PII", "databricks data retention", "databricks data lifecycle", "delete user data".

Optimize Databricks costs with cluster policies, spot instances, and monitoring. Use when reducing cloud spend, implementing cost controls, or analyzing Databricks usage costs. Trigger with phrases like "databricks cost", "reduce databricks spend", "databricks billing", "databricks cost optimization", "cluster cost".

Execute Databricks secondary workflow: MLflow model training and deployment. Use when building ML pipelines, training models, or deploying to production. Trigger with phrases like "databricks ML", "mlflow training", "databricks model", "feature store", "model registry".

Apply Customer.io security best practices. Use when implementing secure integrations, handling PII, or setting up proper access controls. Trigger with phrases like "customer.io security", "customer.io pii", "secure customer.io", "customer.io gdpr".

Implement Customer.io reliability patterns. Use when building fault-tolerant integrations, implementing circuit breakers, or handling failures. Trigger with phrases like "customer.io reliability", "customer.io resilience", "customer.io circuit breaker", "customer.io fault tolerance".

Implement Customer.io rate limiting and backoff. Use when handling high-volume API calls, implementing retry logic, or optimizing API usage. Trigger with phrases like "customer.io rate limit", "customer.io throttle", "customer.io 429", "customer.io backoff".

Configure Customer.io multi-environment setup. Use when setting up development, staging, and production environments with proper isolation. Trigger with phrases like "customer.io environments", "customer.io staging", "customer.io dev prod", "customer.io workspace".

Deploy Customer.io integrations to production. Use when deploying to cloud platforms, setting up production infrastructure, or automating deployments. Trigger with phrases like "deploy customer.io", "customer.io production", "customer.io cloud run", "customer.io kubernetes".

Configure Customer.io CI/CD integration. Use when setting up automated testing, deployment pipelines, or continuous integration for Customer.io integrations. Trigger with phrases like "customer.io ci", "customer.io github actions", "customer.io pipeline", "customer.io automated testing".

Apply Customer.io advanced debugging techniques. Use when diagnosing complex issues, investigating delivery problems, or debugging integration failures. Trigger with phrases like "debug customer.io", "customer.io investigation", "customer.io troubleshoot", "customer.io incident".

Configure CodeRabbit across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or implementing environment-specific CodeRabbit configurations. Trigger with phrases like "coderabbit environments", "coderabbit staging", "coderabbit dev prod", "coderabbit environment setup", "coderabbit config by env".