Amazon CodeWhisperer is a machine learning-powered code generator that can help you write better code faster. CodeWhisperer is trained on billions of lines of code and can generate code suggestions ranging from snippets to full functions in real time based on your comments and existing code. This can help you bypass time-consuming coding tasks and accelerate building with unfamiliar APIs.
CodeWhisperer can also flag or filter code suggestions that resemble open-source training data. This can help you avoid accidentally using code that is not your own. CodeWhisperer also provides a built-in security scanner that can help you identify and fix security vulnerabilities in your code.
CodeWhisperer is available in two tiers: Individual and Professional. The Individual tier is free to use and includes all of the features described above. The Professional tier is a paid tier that includes additional features, such as the ability to generate code in multiple languages and the ability to use CodeWhisperer with more than one IDE.
- Increased productivity: CodeWhisperer can help you write code faster by generating code suggestions and helping you avoid time-consuming coding tasks.
- Improved quality: CodeWhisperer can help you write better code by providing code suggestions that are consistent with industry best practices.
- Reduced risk: CodeWhisperer can help you reduce the risk of security vulnerabilities in your code by providing security scanning capabilities.
Pros
- It can generate code suggestions in real time based on comments and existing code, saving time and effort for developers.
- It can flag or filter code suggestions that resemble open-source training data, providing reference and license information for easy review and attribution.
- It can scan code to detect and remediate security vulnerabilities, enhancing code quality and security.
- It supports multiple programming languages and IDEs, making it versatile and adaptable to different preferences and needs.
- It is optimized for use with AWS services, making it easier to build applications with AWS APIs and best practices.
Cons
- It is not a substitute for human coding skills and judgment, and developers still need to review and edit the code suggestions before accepting them.
- It may not be able to handle complex or novel coding tasks that require more creativity or domain knowledge.
- It may have limitations or errors in its training data or models, leading to inaccurate or inappropriate code suggestions.
- It may raise ethical or legal concerns about the ownership and responsibility of the generated code, especially if it resembles open-source code.
- It may pose privacy or security risks if the code suggestions leak sensitive or confidential information from the developers or their projects.
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