Splitting the Ledger and the Graph: Why Karma Uses Separate Pipelines for ClickHouse and Graph DB

Karma uses a single normalized event stream to feed both a ClickHouse ledger and an optional graph database — but through separate pipelines for flexibility, scalability, and clarity.

August 9, 2025 · 2 min · Ted Strall