AWS Command Line Interface (CLI): A command-line tool that allows you to interactwith AWS services using commands. It provides a more flexible and scriptable way to manage your AWS resources.

AWS Software Development Kits (SDKs): SDKs are available for various programminglanguages such as Python, Java, JavaScript, .NET, etc. These SDKs make it easier tointegrate AWS services into your applications.

AWS CloudFormation: A service that allows you to create and manage AWSinfrastructure as code using templates. With CloudFormation, you can provision andupdate resources in a predictable and repeatable way

AWS Identity and Access Management (IAM): IAM allows you to manage user access toAWS services and resources securely. You can create and manage users, groups, roles,and permissions to control who can access what in your AWS account.

AWS Elastic Beanstalk: A service for deploying and managing applications in the AWScloud. Elastic Beanstalk automatically handles the deployment, scaling, andmonitoring of your applications, allowing you to focus on writing code.

AWS Lambda: A serverless computing service that allows you to run code in responseto events without provisioning or managing servers. You can use Lambda to build scalable and cost effective applications.

Amazon CloudWatch: A monitoring and observability service for AWS resources andapplications. CloudWatch provides metrics, logs, and alarms to help you monitor thehealth and performance of your AWS environment.

AWS Auto Scaling: A service that automatically adjusts the capacity of your AWSresources to maintain performance and optimize costs. Auto Scaling can scaleresources up or down based on demand or a predefined schedule.

Amazon S3 (Simple Storage Service): A scalable object storage service for storing andretrieving any amount of data. S3 is highly durable, secure, and cost-effective, makingit ideal for storing a wide range of data types.