3 posts tagged with "engineering-intelligence"

Four dashboards. One platform. From a single engineer's day to organisation-wide cost. Below — what each view shows, in screenshots.

Faros AI takes a data aggregation approach to engineering intelligence — connecting 50+ tools through open-source connectors (an alternative to Apache DevLake), normalizing the data into a unified model, and presenting it through Grafana dashboards. PanDev Metrics takes an all-in-one platform approach with integrated analytics, IDE tracking, and financial features. Same goal, very different architectures.

The engineering intelligence market has matured significantly. What started as simple git analytics has evolved into a diverse ecosystem of platforms measuring developer productivity, delivery performance, engineering costs, and developer experience. This guide covers the 15 most relevant tools in 2026, organized by category.