Gitlights - Visualize Your GitHub Activity

Measure developer impact beyond the noise of AI-generated code

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Updated Jul 2026 · Added Jun 2026

gitlights.com

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What is Gitlights?

Gitlights analyzes GitHub activity to reveal authentic developer contributions beyond traditional metrics. In an AI-driven world where code generation is fast but value is scarce, it measures what truly matters: code review quality, architectural decisions, and strategic focus. Built for engineering leaders and managers who need clarity on team performance and individual impact.

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Key Features of Gitlights

Meaningful contribution analysis beyond lines of code
Individual contributor profiling and strength assessment
Contribution categorization (Fixes, Refactoring, New Development, Security, Documentation)
Developers Map showing collaboration and team dynamics
Industry benchmarking for AI-era standards
Weekly and monthly actionable reports
Smart notifications via email or Slack
GitHub integration and real-time analysis

Who Should Use Gitlights?

Evaluate authentic developer contributions in AI-driven codebases

Identify who leads architectural decisions and problem-solving

Track team effort alignment with company priorities

Benchmark team performance against industry standards

Detect collaboration gaps and mentor-mentee dynamics

Monitor code review quality and decision patterns

Gitlights: Pros & Cons

✓Pros

Cuts through AI-generated code noise to show real contributions
Profiles individual strengths and growth signals
Strategic insights on team focus and priorities
Collaboration visibility and team dynamics mapping
AI-era adjusted industry benchmarks
Actionable weekly and monthly reports
Easy setup with 15-day free trial

Frequently Asked Questions about Gitlights

How does Gitlights distinguish between a developer's own code and AI-generated contributions?

Gitlights focuses on contribution categorization and code review patterns rather than trying to detect AI generation directly. It analyzes the type of work (fixes, refactoring, new development, security, documentation) and the quality of code review decisions, which tend to reveal authentic developer judgment even when AI assisted the initial coding. This approach captures meaningful contribution regardless of the tools developers use.

What metrics does Gitlights track beyond lines of code?

Gitlights categorizes contributions into Fixes, Refactoring, New Development, Security, and Documentation work. It also measures code review quality, architectural decisions, and strategic focus on company priorities. The tool generates a Developers Map that visualizes collaboration patterns and team dynamics, and provides industry benchmarking adjusted for AI-era standards.

Can Gitlights send reports to Slack or just email?

Gitlights sends smart notifications to both email and Slack. Weekly and monthly actionable reports are delivered through these channels, so your team can access insights in the tools they already use daily.

How long does it take to set up Gitlights after connecting GitHub?

Gitlights offers a 15-day free trial that includes real-time analysis once you authorize the GitHub integration. The product begins analyzing your team's activity immediately, though the service does not publish specific setup timelines beyond that trial period.