Monitoring

Monitoring Guide

CloudWatch Metrics

Lambda Metrics

• Invocation count
• Error rate
• Duration
• Memory usage

Custom Metrics

• AI decision accuracy
• Remediation success rate
• Response time
• Cost per incident

Dashboards

{
  "widgets": [
    {
      "type": "metric",
      "properties": {
        "metrics": [
          ["CloudOpsAI", "DecisionAccuracy"],
          ["CloudOpsAI", "RemediationSuccess"]
        ],
        "period": 300
      }
    }
  ]
}

Alerts

• Lambda errors
• High latency
• Failed remediation
• Cost thresholds

Logging

• Structured JSON logs
• Log retention policy
• Log insights queries