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About

Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application’s most expensive lines of code. Integrate Amazon CodeGuru into your existing software development workflow where you will experience built-in code reviews to detect and optimize the expensive lines of code to reduce costs. Amazon CodeGuru Profiler helps developers find an application’s most expensive lines of code along with specific visualizations and recommendations on how to improve code to save money. Amazon CodeGuru Reviewer uses machine learning to identify critical issues and hard-to-find bugs during application development to improve code quality.

About

TimeFly is a coding activity tracker that works seamlessly in the background (no buttons, no timers) to capture granular metrics about how developers spend time in their IDEs. It maps out top projects, languages, devices, and editors while generating an activity heatmap and coding session statistics (e.g., average focus, peak times, interruptions) for custom time ranges. TimeFly consolidates event streams across multiple IDEs and devices to avoid double-counting or fragmentation, deduplicates overlaps, and stitches data into a unified timeline. Users can access their data via import/export or API, and receive email reports, notifications, or security alerts. The platform emphasizes transparency and security in its operations. It’s currently in beta, offering free historical data across a year, and in future releases will include features like goal-setting, deeper project views, team dashboards, and more advanced reporting.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers looking for a developer tool powered by machine learning

Audience

Individual developers and small software teams needing a tool to get track their coding behavior and productivity

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 4.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Pros & Cons from Real Users

Pros

  • Works with most code repositories. Code Reviewer - finds bugs and provides fixes. Code Profiles - finds un-optimized code and provides recommendations. 90 days of free trial.

Cons

  • Supports only Java and other JVM languages as of now.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/codeguru/

Company Information

TimeFly
United States
timefly.dev/

Alternatives

Alternatives

Graphite

Graphite

Cursor
SonarQube Server

SonarQube Server

SonarSource

Categories

Categories

Application Performance Monitoring (APM) Features

Baseline Manager Supported
Diagnostic Tools Not Supported
Full Transaction Diagnostics Supported
Performance Control Supported
Resource Management Supported
Root-Cause Diagnosis Supported
Server Performance Supported
Trace Individual Transactions Not Supported

Machine Learning Features

Deep Learning Supported
ML Algorithm Library Not Supported
Model Training Supported
Natural Language Processing (NLP) Supported
Predictive Modeling Supported
Statistical / Mathematical Tools Not Supported
Templates Supported
Visualization Supported

Integrations

AWS App Mesh Supported
AWS CodeCommit Supported
AWS Fargate Supported
AWS Lambda Supported
Amazon EC2 Supported
Amazon EKS Supported
Amazon Elastic Container Service (Amazon ECS) Supported
Bitbucket Supported
Cursor Not Supported
GitHub Supported
Java Supported
Python Supported
Visual Studio Code Not Supported
Windsurf Browser Not Supported

Integrations

AWS App Mesh Not Supported
AWS CodeCommit Not Supported
AWS Fargate Not Supported
AWS Lambda Not Supported
Amazon EC2 Not Supported
Amazon EKS Not Supported
Amazon Elastic Container Service (Amazon ECS) Not Supported
Bitbucket Not Supported
Cursor Supported
GitHub Not Supported
Java Not Supported
Python Not Supported
Visual Studio Code Supported
Windsurf Browser Supported
Claim Amazon CodeGuru and update features and information
Claim Amazon CodeGuru and update features and information
Claim TimeFly and update features and information
Claim TimeFly and update features and information