Launch HN: Hebbian Robotics (YC S26) – Build scalable robotics data pipelines

Hebbian Robotics released HFlow, an open-source Python SDK that converts multimodal robot recordings—video, joint states, actions, timestamps, and metadata stored in MCAP files—into standardized, quality-checked episodes with provenance-rich manifests. The pipeline registers transformation and validation steps as Airflow DAGs, logs task status, and writes deterministic quality evidence and catalog entries to an append-only Parquet store queryable via DuckDB, enabling reproducible dataset curation without deleting original data.