Operations

CloudOpsAI Operations

Overview

CloudOpsAI operates as a serverless NOC agent using AWS Lambda and Bedrock for intelligent incident management. This guide covers key operational aspects of the system.

Operational Components

1. Lambda Function

• Function Name: cloudopsai-agent
• Memory: 1024MB
• Timeout: 15 minutes
• VPC: Private subnets with VPC endpoints

2. CloudWatch Integration

# View Lambda logs
aws logs tail /aws/lambda/cloudopsai-agent --follow

# Check alarm status
aws cloudwatch describe-alarms \
  --alarm-name-prefix "CloudOpsAI"

3. Cost Management

• Lambda invocations (~$0.20/million)
• Bedrock API calls (~$0.01/1K tokens)
• CloudWatch logs ($0.50/GB)
• S3 storage (minimal)

Routine Tasks

Daily

• Check Lambda execution logs
• Review AI decisions
• Verify remediation success rates

Weekly

• Review cost metrics
• Update YAML rules if needed
• Check for configuration drift

Monthly

• Security review
• Performance optimization
• Rule effectiveness analysis

Incident Response

Common Issues

1. High Lambda Latency

   • Check VPC endpoints
   • Review memory usage
   • Verify Bedrock availability

2. Failed Remediation

   • Check IAM permissions
   • Verify target resource state
   • Review action logs

3. AI Decision Quality

   • Review Bedrock prompts
   • Check historical data
   • Adjust thresholds

Monitoring Dashboard

Access the operational dashboard at: https://console.aws.amazon.com/cloudwatch/home?region=us-east-1#dashboards:name=CloudOpsAI

Key Metrics

• Lambda success rate
• AI decision accuracy
• Remediation effectiveness
• Cost per incident

Backup and Recovery

Configuration Backup

# Backup YAML rules
aws s3 sync s3://cloudopsai-config/ backup/

# Backup DynamoDB
aws dynamodb create-backup \
  --table-name cloudopsai-incidents \
  --backup-name "backup-$(date +%Y%m%d)"

Security Operations

Regular Tasks

• Rotate IAM access keys
• Review VPC security groups
• Check CloudTrail logs
• Update KMS key policy

Compliance

• Maintain audit logs
• Review access patterns
• Update documentation