AWS DevOps Blog

Tag: Amazon CodeGuru

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How Amazon CodeGuru Profiler helps Coursera create high-quality online learning experiences

This guest post was authored by Rana Ahsan and Chris Liu, Software Engineers at Coursera, and edited by Dave Sanderson and Adnan Bilwani, at AWS. Coursera was launched in 2012 by two Stanford Computer Science professors, Daphne Koller and Andrew Ng, with a vision of providing universal access to world-class learning. It’s now one of […]

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Python support GA: improving Python code quality using Amazon CodeGuru Reviewer

We are pleased to announce the GA launch of Python support in Amazon CodeGuru Reviewer, a service that helps you improve source code quality by automatically detecting hard-to-find defects. CodeGuru Reviewer is powered by program analysis and machine learning, and trained on best practices and hard-learned lessons across millions of code reviews on open-source projects […]

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Improving your Java applications using Amazon CodeGuru Profiler

Debugging performance issues is always a challenge, especially in production. In the normal software development workflow, as we start writing and reviewing our code, we may introduce bugs or inefficiencies that lead to decreased overall performance of our application after deployment. So, we created Amazon CodeGuru, a developer tool powered by machine learning (ML) that […]

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Understanding memory usage in your Java application with Amazon CodeGuru Profiler

“Where has all that free memory gone?” This is the question we ask ourselves every time our application emits that dreaded OutOfMemoryError just before it crashes. Amazon CodeGuru Profiler can help you find the answer. Thanks to its brand-new memory profiling capabilities, troubleshooting and resolving memory issues in Java applications (or almost anything that runs […]

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Raising code quality for Python applications using Amazon CodeGuru

We are pleased to announce the launch of Python support for Amazon CodeGuru, a service for automated code reviews and application performance recommendations. CodeGuru is powered by program analysis and machine learning, and trained on best practices and hard-learned lessons across millions of code reviews and thousands of applications profiled on open-source projects and internally […]

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Incorporating security in code-reviews using Amazon CodeGuru Reviewer

Today, software development practices are constantly evolving to empower developers with tools to maintain a high bar of code quality. Amazon CodeGuru Reviewer offers this capability by carrying out automated code-reviews for developers, based on the trained machine learning models that can detect complex defects and providing intelligent actionable recommendations to mitigate those defects. A […]

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Tightening application security with Amazon CodeGuru

Amazon CodeGuru is a developer tool that provides intelligent recommendations for improving code quality and identifies an application’s most expensive lines of code. To help you find and remediate potential security issues in your code, Amazon CodeGuru Reviewer now includes an expanded set of security detectors.  In this post, we discuss the new types of […]

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Improving customer experience and reducing cost with CodeGuru Profiler

Amazon CodeGuru is a set of developer tools powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application’s most expensive lines of code. Amazon CodeGuru Profiler allows you to profile your applications in a low impact, always on manner. It helps you improve your application’s performance, reduce cost and […]

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Detecting concurrency bugs with Amazon CodeGuru

This post discusses the types of concurrency bugs Amazon CodeGuru detects and how developers can fix them. CodeGuru automatically analyzes pull requests (created in supported repositories like CodeCommit, GitHub, GitHub Enterprise, and Bitbucket) and generates recommendations about how to improve your code quality. For more information, see Automating code reviews and application profiling with Amazon […]

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Automating code reviews and application profiling with Amazon CodeGuru

Amazon CodeGuru is a machine learning-based service released during re:Invent 2019 for automated code reviews and application performance recommendations. CodeGuru equips the development teams with the tools to maintain a high bar for coding standards in their software development process. CodeGuru Reviewer helps developers avoid introducing issues that are difficult to detect, troubleshoot, reproduce, and […]

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