Roadmap

Near term

The next product pass will verify the full Live question-to-citation path, improve recovery when the local worker is offline, and make contributor setup reproducible on a fresh machine.

Saved answer history, controlled usage limits, and API access remain product work, not prerequisites for exploring the public Examples preview.

Later

Planned additions include API keys, organization workspaces, saved questions, answer history, and additional thesis systems after defense and publication.