Amazon CodeWhisperer is a machine learning-powered service that enhances developer productivity by providing contextual code recommendations. It generates code snippets or entire functions based on comments and existing code, tailored to specific use cases. CodeWhisperer integrates with popular IDEs and supports multiple programming languages. The service evaluates recommendations to prevent problematic content and offers code scanning capabilities for improved security.