AWS Glue ETL jobs
Amazon EventBridge
CloudWatch Logs
AWS Lambda
Glue Data Catalog
AI Agent (Decide + Act)
Amazon S3

An End-to-End RL Pipeline Health Agent for Anomaly Detection and Autonomous Self-Healing of Cloud Data Pipelines

The Solution

Monitor → Diagnose → Score → Decide → Safety → Act → Validate

NOTE GENERALIZED PUBLIC REFERENCE ARCHITECTURE