Filament is a data replication engine written in Go. It supports full loads, incremental replication, and change data capture (CDC). As data moves through the engine, Filament verifies Arrow batches at the sink handoff and, where the sink supports it, checks the exact serialized payload. You can run Filament as a standalone binary or embed it in a Go application.