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Obelisk transforms scattered coding agent session histories into a unified, queryable infrastructure using SQLite and FTS5. It enables both agents and humans to interact with session data through code or a desktop app, supporting advanced features like failure analysis and memory management. The system is open source, with a multi-provider architecture designed for extension.