Code Review Insights
Aggregated quality analytics, risk hotspot identification, and developer activity heatmaps for your team.
Requirements
- Plan: Cloud Team or higher
Overview
Code Review Insights provides a team-level view of code quality and development patterns. Instead of reviewing individual sessions, you get an aggregated picture of how your team's AI-assisted development is performing.
Key Features
Health Scores
Track overall codebase health with scores computed from:
- Quality score averages across sessions
- Test coverage trends
- Pattern compliance rates
- Security score changes
Risk Hotspots
Identify files and modules that consistently appear in risk analyses:
| Risk Type | Description |
|---|---|
| Coupling | Files with high coupling scores that change together frequently |
| Complexity | Modules with increasing complexity metrics |
| Security | Areas with recurring security findings |
| Churn | Files modified in many sessions within a short period |
Developer Activity Heatmap
Visualize which team members are active in which parts of the codebase. The heatmap shows:
- Activity intensity by file path and developer
- Time-based patterns (daily, weekly)
- Domain coverage across the team
Accessing Insights
Navigate to Dashboard > Team > Insights to view the insights dashboard. Data is aggregated from all synced sessions across your team.
Filtering and Time Ranges
Use the date picker and filters to narrow down insights:
- Last 7 days -- Recent activity snapshot
- Last 30 days -- Monthly trends
- Custom range -- Specific date range for deeper analysis
Using Insights for Code Review
Code Review Insights helps you prioritize code reviews by:
- Focusing reviews on high-risk areas identified by hotspot analysis
- Ensuring coverage across domains by checking the activity heatmap
- Tracking quality trends to catch regressions early
- Identifying areas where the team might need additional support or training