CodeGuru
UnclaimedOptimize application performance and reduce operational costs with ML-powered code analysis.
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67 reviews trackedThe Bottom Line
Entry price
Free plan available, paid tiers above
Biggest pro
Automates code reviews and profiling, saving developer time.
Biggest con
Primarily supports Java and Python, limiting use for other languages.
TL;DR - CodeGuru
- Uses machine learning to identify and fix code quality issues and security vulnerabilities.
- Continuously monitors applications in production to optimize performance and reduce operational costs.
- Provides actionable recommendations for improving code efficiency and security in Java and Python.
Pricing: Free plan available
Best for: Growing teams
4.3/5 across review platforms
What is CodeGuru?
Amazon CodeGuru is a developer tool that leverages machine learning to improve code quality and identify performance bottlenecks in applications. It consists of two main components: CodeGuru Reviewer and CodeGuru Profiler.
CodeGuru Reviewer automatically analyzes Java and Python code for common issues such as security vulnerabilities (including OWASP Top 10), resource leaks, concurrency problems, and deviations from AWS best practices. It integrates with popular code repositories like GitHub, Bitbucket, and AWS CodeCommit, providing recommendations directly within pull requests or through full repository scans. This helps development teams maintain high coding standards and enhance security.
CodeGuru Profiler continuously monitors applications in production to identify the most expensive lines of code that consume excessive CPU and memory. It provides ML-based insights and recommendations to optimize application performance, reduce latency, and improve throughput. By visualizing application heap and using flame graphs, developers can pinpoint resource-intensive code paths, troubleshoot performance issues, and ultimately reduce operational costs.
Available on: Web
Pros & Cons
Pros
- Automates code reviews and profiling, saving developer time.
- Leverages machine learning for intelligent and actionable recommendations.
- Helps reduce operational costs by optimizing inefficient code.
- Enhances application security by detecting vulnerabilities and secrets.
- Provides continuous monitoring for proactive performance management.
Cons
- Primarily supports Java and Python, limiting use for other languages.
- Pricing can become complex with multiple repositories and large codebases.
- Requires integration with AWS ecosystem.
Ratings Across the Web
4.3(67 reviews)
Ratings aggregated from independent review platforms. Learn more
Key Features
ML-based code quality recommendationsSecurity vulnerability detection (OWASP Top 10, AWS API security)Secrets detection in code repositoriesContinuous application profiling in productionIdentification of most expensive lines of codeCPU and memory usage optimizationLatency and throughput improvementApplication heap visualization
Pricing
Freemium
CodeGuru offers a generous free tier with optional paid upgrades for advanced features.
Reviews
4.3/5
Across 67 verified user reviews on SourceForge
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CodeGuru FAQ
How does CodeGuru Profiler help reduce operational costs?
CodeGuru Profiler identifies the most expensive lines of code in an application. By pinpointing these inefficiencies, it helps optimize application performance, which can lead to a reduction in operational costs by up to 50%.
What types of issues does CodeGuru Reviewer detect in Java and Python code?
CodeGuru Reviewer detects a range of issues including security vulnerabilities (like OWASP Top 10 risks and AWS API security best practices), secrets hardcoded in repositories, resource leaks, concurrency problems, incorrect input validation, and deviations from best practices for AWS APIs and SDKs. It also identifies code quality issues such as maintainability problems and inconsistencies.
Can CodeGuru Reviewer analyze code for security vulnerabilities related to AWS APIs?
Yes, CodeGuru Reviewer provides recommendations based on AWS API security best practices, specifically checking security for Amazon Elastic Compute Cloud and AWS Key Management Service. It also applies Amazon's internal security expertise to your code, including Java and Python crypto library best practices.
How does CodeGuru Reviewer handle secrets detection in code repositories?
CodeGuru Reviewer's Secrets Detector uses machine learning to identify hardcoded secrets such as passwords, API keys, SSH keys, and database connection strings within your repository or configuration files. It then offers point-and-click steps to secure these secrets using AWS Secrets Manager.
What is the pricing model for CodeGuru Reviewer's full repository scans?
The standard monthly pricing for CodeGuru Reviewer includes up to two full repository scans per month for each onboarded repository. Additional full repository scans beyond this limit are charged at $10 per 100K lines of code.
How does CodeGuru Reviewer calculate the monthly cost for repositories with multiple branches?
When a repository has multiple code branches, CodeGuru Reviewer charges based on the largest code branch. This means you are only billed for the lines of code in the largest branch, even if you run analysis on other branches.
Source: aws.amazon.com