The document discusses problems that can occur when using automated jobs and caching solutions without proper scaling. It recommends using elasticache for caching to avoid time bombs from improperly configured automated jobs. Aurora is suggested for database needs with its ability to handle schema changes efficiently and keep readers in sync within 100 milliseconds. Cloudfront and S3 with imgix are proposed for image serving and caching to avoid deprecated crypto issues.