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.
Multi-language file handling library (TypeScript, Python, Rust, Go) — unified interface for local filesystem, S3, URLs, and FormData with stream-first design, lazy byte loading, and intelligent type detection.
