Automated Database Performance Regression Detection

Develop a PostgreSQL performance regression detection framework that automatically identifies and alerts on performance degradation across database workloads. Create a solution that continuously monitors query performance, establishes dynamic performance baselines, and provides actionable insights for optimization. Include machine learning techniques for anomaly detection, predictive performance modeling, and automated diagnostic reporting.