Learn CLOUD-CUSTODIAN with Real Code Examples
Updated Nov 27, 2025
Architecture
Policies defined as YAML files
Cloud Custodian CLI executes policies against cloud APIs
Event triggers (CloudWatch, EventBridge) initiate policy runs
Optional output to S3, databases, or dashboards
Extensible filters and actions define governance logic
Rendering Model
Policy YAML defines filters and actions
Custodian CLI executes policies against cloud APIs
Resources filtered based on criteria
Actions executed to remediate or report
Outputs and logs stored for auditing and monitoring
Architectural Patterns
Policy-as-code model
CLI-driven execution
Event-driven or scheduled policy runs
Extensible filters and actions
Integration with cloud services and notifications
Real World Architectures
Enterprise AWS governance enforcing tagging and encryption
Multi-cloud cost optimization pipelines
Automated compliance monitoring in Azure and GCP
Event-driven remediation of security misconfigurations
CI/CD pipelines enforcing policies pre-deployment
Design Principles
Policy-as-code for reproducibility
Declarative YAML definitions
Automated enforcement and remediation
Multi-cloud support
Integration with cloud-native events and CI/CD
Scalability Guide
Use parallel execution for large resource sets
Batch API calls to avoid throttling
Optimize filters for efficient resource selection
Distribute policies across accounts or regions
Integrate with logging and monitoring for large-scale tracking
Migration Guide
Convert existing scripts to YAML policies
Define filters and actions for resources
Test policies in staging environment
Integrate with scheduling or event triggers
Roll out policies gradually to production accounts