Numerous SDK and CLI. Use the SDK for integrating your Python apps with Numerous so you can share them with users and use the features of the Numerous platform.
Deterministic file observation for pipelines — one read-only pass over a directory emits a reproducible JSON manifest of every file's type, metadata, structure, and provenance.