How do you implement agentic AI for automated API endpoint health scoring?
API endpoint health scoring agents calculate composite health scores for API endpoints based on multiple quality dimensions. Configure agents with access to API monitoring data, error logs, and performance metrics. The agent evaluates endpoints across reliability, performance, correctness, and security dimensions. Implement weighted scoring models where dimension weights reflect business criticality. Track health score trends over time to identify improving and deteriorating endpoints. Generate health scorecards with detailed breakdowns showing which dimensions are dragging down overall scores. Implement automated alerting when health scores drop below configurable thresholds. Support comparative health analysis across API versions and environments. Generate improvement recommendations targeting the lowest-scoring dimensions for each endpoint.