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PanDev Metrics vs Faros AI: All-in-One Platform vs Data Aggregator

· 10 min read
Artur Pan
CTO & Co-Founder at PanDev

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.