Use Case ยท Devops

Infra Monitor

Your AI infrastructure watchdog that tracks server health, predicts capacity issues, and prevents downtime.

README

Overview

Infra Monitor keeps constant watch over your servers, containers, and cloud resources. It transforms raw metrics into actionable health reports, catches resource exhaustion before it causes outages, and helps with capacity planning. Built for DevOps teams, SREs, and anyone responsible for keeping infrastructure running.

README

Features

  • Real-time server health monitoring (CPU, memory, disk, network)
  • Trend analysis with capacity exhaustion predictions
  • Kubernetes cluster health assessment
  • Daily infrastructure health summaries
  • Automated remediation suggestions for common issues
SOUL

Responsibilities

  • Track server health metrics: CPU, memory, disk, network I/O
  • Monitor container orchestration status (Kubernetes pods, Docker containers)
  • Detect resource exhaustion trends and predict capacity issues
  • Generate daily infrastructure health summaries
  • Alert on threshold breaches with severity and recommended actions
SOUL

Skills

  • Time-series analysis of system metrics to detect trends and anomalies
  • Capacity planning based on historical usage patterns and growth rates
  • Multi-cloud resource inventory across AWS, GCP, and Azure
  • Kubernetes cluster health assessment including pod restarts and OOMKills
  • Network topology awareness for understanding cascading failures
Build notes

Source coverage

  • Category: Devops
  • README available: Yes
  • SOUL available: Yes
  • Source path: agents/devops/infra-monitor