Generate production-ready AWS CLI commands from natural language operations requests. Use when users describe AWS infrastructure needs in plain English (e.g., "create an EC2 instance", "set up an S3 bucket", "deploy a Lambda function"). Outputs complete commands with best-practice flags, proper tagging, IAM permissions, dry-run options, and cleanup commands. Supports EC2, S3, Lambda, RDS, and other core AWS services.