AWS CodeGuru is a machine learning-based service provided by Amazon Web Services (AWS) that helps developers improve code quality and optimize performance. It offers two main features: CodeGuru Reviewer and CodeGuru Profiler.
- CodeGuru Reviewer:
- CodeGuru Reviewer is an automated code review service that uses machine learning algorithms to analyze code and provide intelligent recommendations for improving code quality and identifying potential issues such as security vulnerabilities, code smells, and performance bottlenecks.
- CodeGuru Reviewer integrates with popular integrated development environments (IDEs) and code repositories, such as AWS CodeCommit, GitHub, and Bitbucket, allowing developers to perform code reviews directly within their development workflow.
- CodeGuru Reviewer provides actionable feedback and recommendations for code improvements, including best practices, design patterns, and performance optimizations. It helps developers identify and address issues early in the development process, improving code quality and reducing technical debt.
- CodeGuru Profiler:
- CodeGuru Profiler is a profiling service that helps developers optimize the performance of their applications by analyzing runtime behavior and identifying performance bottlenecks and resource inefficiencies.
- CodeGuru Profiler collects runtime performance data, including CPU utilization, memory usage, and latency, from live applications running on AWS infrastructure. It uses machine learning algorithms to analyze the data and provide actionable insights and recommendations for optimizing performance.
- CodeGuru Profiler integrates seamlessly with AWS services such as Amazon EC2, AWS Lambda, and Amazon ECS, allowing developers to profile applications deployed on AWS infrastructure without requiring code changes or instrumentation.
- CodeGuru Profiler provides visualizations and reports that highlight performance issues, resource hotspots, and opportunities for optimization, enabling developers to prioritize and address performance improvements effectively.
Overall, AWS CodeGuru is a valuable tool for developers looking to improve code quality, optimize performance, and accelerate software development cycles. It leverages machine learning techniques to provide intelligent recommendations and insights, helping developers write better code and deliver high-performance applications on AWS.