Developer Analytics
Go beyond commits and PRs. iftrue gives you a full picture of every developer: output, collaboration, AI usage, wellbeing, and career growth, so you can lead with context, not guesswork.
AI Code Ratio
47%
org avg: 38%
Sessions
28
last 30d
Avg Duration
42m
per session
Prompts / Session
3.4
org avg: 4.1
Iterations / Session
2.1
org avg: 2.8
Daily prompt count · last 14d
Recent sessions
Collaboration visibility
See who works with whom through PR reviews, pair programming, and cross-team contributions.
AI usage attribution
Per-member AI code ratio, prompts per session, iterations, and recent AI sessions across Cursor, Copilot, and Claude.
Wellbeing signals
Track workload, context switching, and after-hours activity to prevent burnout before it starts.
Career growth tools
Monthly 1:1 prep, quarterly achievements, and AI-generated highlights for every team member.
Collaboration map
See how your team actually works together
The collaboration map visualizes relationships between developers based on PR reviews, shared codebases, and cross-team contributions. Spot knowledge silos, identify over-relied-upon reviewers, and understand team dynamics at a glance.
- Find knowledge silos
- When only one person touches a critical codebase, you have a bus factor problem. The map makes it visible.
- Balance review load
- See which developers are doing the bulk of code reviews and redistribute to prevent bottlenecks.
- Cross-team connections
- Track how well teams collaborate across boundaries. Essential for platform and infra teams.
Wellbeing
Protect your team from burning out
Burnout doesn't happen overnight. iftrue tracks three leading indicators and surfaces them before they become a problem, so you can have the right conversation at the right time.
Workload
Tracks active tasks, PRs in flight, and review load relative to the team average. Flags when someone is carrying too much.
Context Switching
Measures how often a developer jumps between repos, projects, and ticket types. High context switching kills deep work.
After-Hours Activity
Detects commits, PRs, and reviews happening outside working hours. Occasional is fine. Chronic is a signal to intervene.
Career growth
Every 1:1 backed by real data
Stop going into 1:1s unprepared. iftrue auto-generates talking points, tracks quarterly achievements, and gives you AI-powered highlights, so every career conversation is meaningful.
Monthly 1:1 · Alex Kim
Mar '26Shipped auth refactor (3 PRs), biggest solo contribution this quarter
Context switching increased 40%, jumped between 4 repos this sprint
Started mentoring Sarah on API design. 3 review sessions logged
Quarterly Achievements
Led platform migration. Reduced build times by 35%. Onboarded 2 new team members.
Activity overview
The full picture, not just the numbers
Output trends
PRs, code reviews, and tasks tracked over time with team averages for context.
Activity hours
Heatmap showing when each developer is most active. Respects their timezone.
Time investment
See how time splits between new features, bug fixes, tech debt, and reviews.
Quarterly highlights
AI-generated summaries of key contributions, ready for performance reviews.
Who it's for
Built for engineering leaders
Engineering Managers
Walk into every 1:1 prepared with data on output, AI usage, wellbeing signals, and career milestones for each report.
Tech Leads
Understand collaboration patterns in your team. Spot knowledge silos and review bottlenecks early.
VPs of Engineering
Track team health across the org: workload balance, context switching, AI adoption, and after-hours trends.
Ready to transform your engineering organization?
Start your journey to data-driven engineering management. Book a demo to see how iftrue can help your team.