Learn PULUMI with Real Code Examples
Updated Nov 27, 2025
Practical Examples
Provision AWS EC2, S3, and VPC resources using TypeScript
Deploy a Kubernetes application with Python Pulumi SDK
Set up multi-region cloud infrastructure
Automate CI/CD pipelines for infrastructure deployment
Enforce security policies using Pulumi Policy as Code
Troubleshooting
Check cloud provider credentials
Verify Pulumi stack configuration
Resolve SDK version conflicts
Debug resource dependency errors
Inspect CLI logs for failed deployments
Testing Guide
Use Pulumi mocks for unit testing
Validate stack outputs
Run integration tests on deployed resources
Test policy packs for compliance
Use CI/CD pipelines to validate deployments automatically
Deployment Options
Pulumi service backend
Self-hosted Pulumi backend
Local state files
CI/CD pipelines for automated deployment
Multi-cloud deployment via code abstraction
Tools Ecosystem
Pulumi CLI
Pulumi SDKs (JS/TS, Python, Go, C#)
Pulumi Console / Service
Pulumi Automation API
Pulumi Policy Packs
Integrations
AWS, Azure, GCP, Kubernetes
Terraform providers via tfbridge
CI/CD tools: GitHub Actions, Jenkins, GitLab CI
Secret management systems: Vault, AWS Secrets Manager
Monitoring & observability: CloudWatch, Prometheus
Productivity Tips
Use loops and functions to reduce repetition
Store reusable components in libraries
Preview changes before applying
Manage secrets securely from the start
Integrate with CI/CD early in project lifecycle
Challenges
Managing complex multi-cloud state
Debugging programmatic resource dependencies
Handling dynamic infrastructure updates
Ensuring compliance and security
Scaling IaC practices for large teams