Gitlights
AI-powered GitHub analytics for smarter team insights
What is Gitlights? Complete Overview
Gitlights is a cutting-edge GitHub analytics platform that leverages AI and NLP technologies to provide deep insights into your development team's performance. It transforms raw GitHub data into actionable intelligence by analyzing commits, pull requests, and developer skills. The platform helps organizations optimize their development workflows, identify team strengths and weaknesses, and make data-driven decisions. Gitlights is designed for development teams, engineering managers, and tech leaders who want to enhance productivity, improve collaboration, and track progress against business goals. With its comprehensive analytics dashboard, strategic investment balance monitoring, and benchmarking capabilities, Gitlights offers a complete solution for understanding and improving GitHub development activities.
Gitlights Interface & Screenshots
Gitlights Official screenshot of the tool interface
What Can Gitlights Do? Key Features
GitHub Commits and Pull Requests Analytics
Gitlights provides detailed analytics on GitHub commits and pull requests, visualizing historical data with graphs showing added and deleted lines. The platform offers advanced metrics like RSI and EMA to assess team performance, along with filtering capabilities by date, repository, or developer. This feature enables teams to understand code evolution, review patterns, and make informed decisions based on comprehensive data visualization.
Advanced Developer Skills Analysis
This feature analyzes individual developer contributions to identify strengths and areas for improvement. It reveals who excels in problem-solving, who focuses on fixes or refactoring, and who leads in pull request reviews. By understanding each team member's unique skills and contributions, managers can optimize team composition, assign tasks more effectively, and foster professional growth.
Investment Balance Monitoring
Gitlights' AI system categorizes GitHub commits across various work types including Fixes, Refactoring, New Development, Security, and Documentation. This strategic view helps teams assess if their work distribution aligns with business objectives, ensuring a balanced approach to development activities and resource allocation.
Developers Map
The Developers Map visualizes team dynamics by distinguishing between individual and collective contributors. This collaborative feature helps managers understand team interactions, identify bottlenecks in collaboration, and optimize workflow efficiency by highlighting how team members work together.
Industry Benchmarking
Gitlights provides comparative metrics against industry peers or similar-sized companies. This benchmarking feature offers visual comparisons of key performance indicators, helping teams understand how they stack up against competitors and identify areas for improvement.
Smart GitHub Reports
Automated weekly and monthly reports surface the most important insights from repository data. These smart reports can be delivered via email or Slack, keeping stakeholders informed about team progress and important trends without manual analysis.
Best Gitlights Use Cases & Applications
Engineering Team Performance Review
During quarterly performance reviews, engineering managers use Gitlights to objectively assess each developer's contributions. The platform's skills analysis reveals who excels in specific areas, while the commit history shows consistency and quality of work. This data-driven approach supplements subjective evaluations with concrete metrics.
Workflow Optimization
A development team struggling with bottlenecks uses Gitlights' Developers Map to visualize collaboration patterns. They identify that certain team members aren't effectively integrated into the workflow and adjust their processes to improve knowledge sharing and reduce dependencies on key individuals.
Strategic Resource Allocation
A CTO uses the Investment Balance feature to monitor how the engineering team allocates time between new features, technical debt, and security. When the data shows insufficient focus on technical debt, they adjust priorities and track the change over subsequent quarters.
Competitive Benchmarking
A startup compares their development velocity and code quality metrics against industry benchmarks provided by Gitlights. This helps them understand their competitive position when pitching to investors and setting realistic growth targets.
How to Use Gitlights: Step-by-Step Guide
Install the Gitlights application from the GitHub Marketplace by visiting the marketplace page and clicking 'Install'. Grant permissions to access the repositories you want to analyze.
After installation, Gitlights will automatically start collecting and processing your GitHub data. Within minutes, your analytics dashboard will begin populating with initial data from the last 7 days of activity.
Explore the dashboard to view various metrics and visualizations. Gitlights provides guided interpretation to help you understand what the data means for your team's performance.
Set up custom reports and notifications according to your preferences, choosing which metrics to track and how frequently to receive updates via email or Slack.
Use the insights to make data-driven decisions about team composition, workflow improvements, and resource allocation, continuously monitoring the impact through Gitlights' analytics.
Gitlights Pros and Cons: Honest Review
Pros
Considerations
Is Gitlights Worth It? FAQ & Reviews
Gitlights typically processes and displays your GitHub data within minutes of installation. The platform initially loads the last 7 days of your organization's GitHub activity, with daily updates thereafter.
The free trial gives you full access to the Base Plan features for 15 days, including daily data updates, all analytics features, and smart reports. No credit card is required to start the trial.
Gitlights uses GitHub's secure OAuth authentication and only requests necessary permissions. Your data remains private to your organization, and Gitlights adheres to strict data protection standards.
Yes, Gitlights works well for both private and public repositories. Many open source projects use it to understand contributor activity and project health.
The Historical Data Pack can be purchased multiple times to extend your historical data access. Each purchase provides additional GitHub API credits to retrieve older commits.
Gitlights aggregates anonymized data from similar organizations to provide industry benchmarks. Your specific data is never shared - you only see how you compare to aggregated metrics.