Platform

StackMetrics

Developer productivity analytics and CI/CD monitoring

The Challenge

Engineering leaders lacked visibility into team productivity patterns, deployment frequency, and code quality metrics needed to make data-driven process improvements.

MVP Scope

GitHub/GitLab integration for commit and PR analytics, CI/CD pipeline monitoring, DORA metrics dashboard, team comparison views, and automated weekly reports.

Architecture Approach

GraphQL API layer aggregating data from multiple SCM providers. TypeScript services with event-driven processing. React dashboard with real-time updates and exportable reports.

Tech Stack

TypeScript

GraphQL

React

AWS

PostgreSQL

GitHub API

The Outcome

Adopted by 25+ engineering teams. Average deployment frequency increased 2.5x across tracked teams. Lead time for changes reduced by 40%.

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