Implement Real-Time Observability and Predictive Monitoring

[sudeshmu]

Overview

Build comprehensive monitoring capabilities with AI-powered predictive analysis to enable intelligent decision-making.

Features to Implement

• Deep-Level Data Collection: Collect granular data on pod performance, network traffic, application logs, and resource utilization
• Predictive Analysis: Use AI models to predict future issues like resource bottlenecks or component failures

Acceptance Criteria

• Real-time data collection from all cluster components
• Predictive models for common failure scenarios
• Integration with existing monitoring tools (Prometheus, Grafana)
• Alert system for predicted issues

Priority

High - Essential for intelligent operations