The article discusses valuable lessons learned from the author's initial AWS setup mistakes, focusing on optimizing costs to prevent bill shock.
One mistake highlighted is enabling CloudWatch Logs without retention and minimum log level filters, leading to a surge in costs as log data accumulated.
The solution involved adjusting log levels, setting retention periods, and using CloudWatch Logs Insights judiciously to control costs.
Another error was not enabling retention or lifecycle policies in AWS Elastic Container Registry (ECR), resulting in growing storage costs over time.
The fix included implementing lifecycle policies based on image count to manage storage efficiently.
The article also addresses running web frontend on Amazon ECS, incurring high data transfer costs, and migrating to Amazon S3 + CloudFront for cost savings and better performance.
Furthermore, it discusses the optimization of ECS services by analyzing spike patterns, using auto-scaling, and leveraging AWS Lambda for heavy processes.
Utilizing EC2 Spot Instances for cost savings and setting up billing alerts, reviewing costs regularly, and staying updated with AWS recommendations are recommended to avoid cost surprises.
The author's experiences serve as practical insights to help beginners in AWS streamline their setups and avoid costly mistakes.