Trackio is a local-first experiment tracking library built by Hugging Face, designed for both human researchers and AI agents running autonomous experiments. It stores logs in SQLite databases with optional Parquet export, supports high-throughput parallel experiment tracking, and provides a CLI interface for querying data including direct SQL access. The library includes a Gradio-inspired dashboard for visualizing metrics, media, tables, and alerts.