Ingestion patterns
Patterns for moving data in safely, idempotently, and with clear schemas.
- Idempotent ingestion.
- Schema-defined inputs.
- Separation of raw and processed data.
Playbooks
Data pipelines
Data movement that is boring to run and easy to trust.
We turn fragile ad hoc scripts into well shaped pipelines with clear contracts, lineage, and failure handling.
- Data should be simple and fast to consume.
- Pipelines are boring to operate and easy to debug.
- Reproducibility and lineage are non negotiable.