- Use AWS Free Tier for learning and initial experimentation.
- Apply resource tagging to track usage and billing accurately.
- Employ auto-scaling to avoid paying for idle compute resources.
- Choose serverless services (Lambda, DynamoDB) for usage-based billing.
- Monitor usage via CloudWatch and set alerts for cost thresholds.

