Amazon CodeWhisperer is an AI-powered tool designed to assist developers in accelerating application development by providing automatic code recommendations based on their Integrated Development Environment (IDE). The tool generates logical code blocks and entire functions, making programming more efficient and accessible to developers of all levels.
CodeWhisperer also simplifies machine learning development and eliminates repetitive coding tasks through code recommendations for Amazon Web Services APIs. The tool enhances the effectiveness of the coded work while streamlining frontend and backend development. Additionally, CodeWhisperer generates customized and secure code that is effective and reliable, making it an ideal solution for developers seeking an efficient and user-friendly development process.
TLDR
Amazon CodeWhisperer is an AI-powered tool that recommends code based on developers' IDE for efficient and responsible usage of Artificial Intelligence in creating secure applications. The tool specializes in generating entire functions and logical code blocks, making programming more efficient and accessible to developers of all levels.
It also simplifies machine learning development, eliminates repetitive coding tasks, and streamlines frontend and backend development. CodeWhisperer generates customized and secure code that is effective and reliable, making it an ideal solution for developers seeking an efficient and user-friendly development process.
CodeWhisperer offers two pricing plans, including individual and team plans, with competitive pricing structures for all developers.
Company Overview
Amazon CodeWhisperer is a game-changing AI tool that accelerates application development by providing automatic code recommendations based on a developer's IDE (Java, Python, JavaScript). This tool is designed to empower developers to efficiently and responsibly use artificial intelligence to create syntactically correct and secure applications. With CodeWhisperer, programming becomes more accessible and efficient, and repetitive coding tasks can be automated, freeing up developers' time to focus on more important work.
The tool generates entire functions and logical code blocks, eliminating the need to search for and customize code snippets from the web, thus enhancing the effectiveness of the code written. Developers can now generate code for different projects, including rendering comma-separated value text to an HTML DOM Table object or converting data from JSON format to XML format. CodeWhisperer generates code that can use AWS APIs to upload files to Amazon Simple Storage Service (Amazon S3) and render objects in the UI using React.
Furthermore, it generates code recommendations for AWS APIs across the most popular services, including Amazon EC2, AWS Lambda, and Amazon S3, thereby speeding up the development process.
Frontend and backend development are expedited with automatic code recommendations, while machine learning development is simplified by using CodeWhisperer to generate code for building and training ML models. Repetitive unit test code writing is a thing of the past, as CodeWhisperer can automatically recommend unit test code based on the user's implementation code. CodeWhisperer comes prepped for use with AWS Cloud9, the AWS Toolkit for JetBrains, and the AWS Toolkit for VS Code.
CodeWhisperer is the perfect tool for streamlining the development process for programmers of all levels. By providing customized code recommendations, developers remain focused within the IDE and never have to leave the programming environment to search for codes online from third-party websites. Developers can take advantage of CodeWhisperer's functionalities to produce efficient, reliable, and secure code in a time-efficient manner.
Features
Automatic Code Recommendations
Improved Productivity
Amazon CodeWhisperer provides a machine learning (ML)-powered coding assistant that generates code recommendations based on developers' natural language code comments in the integrated development environment (IDE). As developers write code, CodeWhisperer automatically generates suggestions based on the existing code and comments, overall improving productivity and reducing coding errors.
Support for Popular Programming Languages and IDEs
CodeWhisperer is designed to improve developer productivity by providing automatic code recommendations for C#, Java, JavaScript, Python, and TypeScript applications. The tool comes prepped for use with AWS Cloud9, the AWS Toolkit for JetBrains, and the AWS Toolkit for VS Code, ensuring ease of use for developers regardless of the IDE they use.
Elimination of Repetitive Coding Tasks
The tool generates entire functions and logical code blocks with automatic code recommendations, eliminating the need to search for code snippets and customize them from the web. This feature enhances the effectiveness of the code written, allowing developers to focus on more critical tasks.
Streamlining Frontend and Backend Development
Expedited Development of Frontend and Backend Applications
Frontend and backend development are expedited with automatic code recommendations. With CodeWhisperer, developers can generate code for different projects, including rendering comma-separated value text to an HTML DOM Table object or converting data from JSON format to XML format. It also generates code recommendations for AWS APIs across popular services like Amazon EC2, AWS Lambda, and Amazon S3, thereby reducing development time.
Automatic Unit Test Code Writing
Repetitive unit test code writing is a thing of the past with Amazon CodeWhisperer's automatic recommendation of unit test code based on the user's implementation code. This feature ensures that code remains safe and secure, reducing the chances of errors and glitches in the final product.
Code Recommendations for Machine Learning Development
Machine learning (ML) development is simplified by using CodeWhisperer to generate code for building and training ML models. The tool comes with pre-defined code patterns that reduce the implementation of models, making it easier for developers to create models with minimum effort.
Efficient, Reliable, and Secure Code Generation
Customized Code Recommendations
Developers can now focus on writing efficient, reliable, and secure code in a time-efficient manner using CodeWhisperer's customized code recommendations. The ML-powered tool enhances developers' ability to produce syntactically correct and secure applications by predicting what developers are trying to write.
Integration with AWS Services
CodeWhisperer is designed to make it easy for developers to use AWS services by providing code recommendations for AWS APIs across the most popular services, including Amazon Elastic Compute Cloud (Amazon EC2), Lambda, and Amazon Simple Storage Service (Amazon S3). This integration ensures that generated code will work seamlessly with AWS services.
Enhanced Effectiveness of Generated Code
Amazon CodeWhisperer generates entire functions and logical code blocks with optimal parameters, ensuring that the generated code is effective, reliable, and secure. This feature eliminates the risk of security vulnerabilities and errors that can result in system crashes or data losses, ensuring that the final product meets the highest standards of quality.
Pricing
Amazon CodeWhisperer is a powerful tool that is designed to accelerate the entire application development process. It is effortless to use and enables developers to be more productive with automatic code recommendations based on the code and comments in your IDE. CodeWhisperer generates entire functions and logical code blocks without having to search for and customize code snippets from the web.
With CodeWhisperer, developers can stay focused and never leave the IDE, as it offers real-time customized code recommendations for all Java, Python, and JavaScript projects.
CodeWhisperer is equipped with a plethora of features that can help save time and effort while empowering developers with more control over their work. With CodeWhisperer, developers can accelerate frontend and backend development by empowering them with automatic code recommendations. The tool also allows developers to generate code to build and train their ML models, further saving time and effort.
Additionally, CodeWhisperer speeds up the development process with code recommendations for AWS APIs across the most popular services, including Amazon EC2, AWS Lambda, and Amazon S3.
Users can offload writing repetitive unit test code by allowing CodeWhisperer to automatically recommend unit test code that matches implementation code based on natural language comments. CodeWhisperer can be enabled with the AWS Toolkit for JetBrains, AWS Toolkit for VS Code, and AWS Cloud9.
The pricing structure for Amazon CodeWhisperer is simple and can be broken down into two categories, including individual and team plans. The individual plan is perfect for developers who need a solo working environment, while the team plan is great for organizations and teams with multiple members. For the individual plan, users can select a monthly billing option of $19.99/month or an annual billing option of $199.99/year.
Additionally, Amazon CodeWhisperer offers a 14-day free trial for users to test the tool before subscribing.
For a team plan, users can contact Amazon for more information on pricing and the features available. However, the team plan offers additional features such as managing team members, sharing projects, and assigning roles and permissions.
In conclusion, Amazon CodeWhisperer is an excellent tool for developers seeking an efficient and easy-to-use solution to accelerate their application development process with automatic code recommendations. Its pricing structure is competitive and provides options that cater to individual developers and organizations with multiple members.
FAQ
What is Amazon CodeWhisperer?
Amazon CodeWhisperer is a machine learning-powered service that generates code recommendations based on developers' prior code and comments. It helps developers write better code by recommending suitable cloud services and libraries for a specific task. Developers can accept the recommended code, view other recommendations or continue writing their own code.
Why should I use CodeWhisperer?
Developers can use CodeWhisperer to improve productivity by offering machine learning-powered code recommendations that reduce the overall development effort, allowing more time for ideation and writing unique code.
How does CodeWhisperer work?
CodeWhisperer works by analyzing comments written in plain English by developers within their code editor. Based on the comment, CodeWhisperer automatically generates code recommendations for suitable cloud services and libraries for the specified task. Recommendations are provided in the source code editor, and developers can either accept the recommendations or continue writing their own code.
Which programming languages and IDEs does CodeWhisperer support?
CodeWhisperer is available as part of the AWS IDE Toolkit and supports C#, Java, JavaScript, Python, and TypeScript. It integrates with multiple IDEs such as JetBrains, Visual Studio Code, AWS Cloud9, or the AWS Lambda console.
What contextual information does CodeWhisperer use to provide recommendations?
CodeWhisperer uses the contextual information in the IDE, including the code and comments (in English), and the cursor location in the source code file as contextual information. The service also analyzes the code in the current file and other files in the developer’s project to generate its recommendations.
How can I get started with CodeWhisperer?
To get started, developers need to download the AWS IDE Toolkit extension on their preferred IDE. Once the extension is installed and CodeWhisperer is enabled, developers can start writing code or comments and receive code recommendations automatically in their IDE's source code editor.
What guidelines can developers follow to get better results from CodeWhisperer?
Developers can obtain better results from CodeWhisperer by writing short comments that map to smaller discrete tasks to avoid having a single function that is too long. Additionally, CodeWhisperer can generate helpful code snippets when developers use intuitive names for various code elements such as function names and docstrings.
What is the CodeWhisperer reference tracker?
The CodeWhisperer reference tracker detects if a code recommendation may be similar to a particular CodeWhisperer training dataset and can provide references so users can find and review the reference code and see how it is used in context of another project.
Who owns the code generated by CodeWhisperer?
Developers own the code generated by CodeWhisperer and are entirely responsible for its integrity and maintenance.
Where did AWS obtain the training data to build this service?
CodeWhisperer code generation is powered by ML models trained on various data sources, including Amazon and open-source code.
Does CodeWhisperer use developer-written code to improve its ML models?
No developer-written code is used to train CodeWhisperer models during the preview period.
What data does CodeWhisperer collect?
CodeWhisperer collects relevant information such as the context of the file (code/comments) that is utilized to provide the recommendation and the developer action taken once the recommendation is provided.
How much does CodeWhisperer cost?
During the preview period, developers can use CodeWhisperer at no cost.
In which AWS Regions is CodeWhisperer available?
CodeWhisperer is region agnostic and available globally to developers worldwide.
How can I enable CodeWhisperer for my organization?
An AWS administrator can enable CodeWhisperer for an organization through the AWS Management Console. As a prerequisite, administrators must set up single sign-on (SSO) through AWS IAM Identity Center. After SSO authentication is set up, administrators can seamlessly enable CodeWhisperer and assign access to users and groups within the organization.
Which support plans are provided for CodeWhisperer?
Depending on your AWS support contract, CodeWhisperer is supported under Developer, Business, and Enterprise Support plans.
