Developer Analytics Dashboard
Internal suite tracking developer performance, automated logs, and project hierarchies.
The challenge
What we walked into.
Management lacked visibility into daily developer productivity across various client projects.
Manual time tracking was inaccurate and tedious for the engineering team.
Needed a granular 3-level hierarchy (Project → Module → Feature) to accurately assess progress.
The approach
Four moves. Shipped in order.
Hierarchical Tracking
Implemented a robust schema mapping developers to nested project features with role-based access.
Automated Cron Jobs
Built background workers to automatically generate daily logs, calculate performance points, and track leave balances.
Leaderboard System
Gamified productivity with an automated leaderboard updating in real-time based on commit density and ticket closures.
Reporting
End-of-day automated reporting sent directly to management via webhook integrations.
Inside the product
What it looks like in the wild.
Stack
"It completely changed how we track progress. The automated crons mean developers just code, and the dashboard handles the rest."