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- 14:17, 28 November 2025 PC talk contribs created page Spring Boot Meets AI-Ops: Automate App Health, Alerts & Self-Healing (Created page with "500px Manual alerting and firefighting are expensive. Let the app detect bad behavior and fix itself — safely. This guide walks you through a full loop: * Expose metrics from Spring Boot (Micrometer + Actuator + Prometheus) * Detect anomalies (simple ML/heuristics inside the app or via Prometheus rules) * Trigger remediation (scale, restart, clear caches) using Kubernetes API or internal handlers * Add safety (rate-limit...")