pdombkins turns Mike into a managed law-school cohort platform
This fork adds the practical controls needed to run shared legal-AI work across a class without losing track of access or spend.
pdombkins is building beyond a collaboration portal toward a course-ready workspace, with the strongest ideas being portable to any managed deployment.
- Student groups with bulk invitations, so a cohort can be set up without adding people one at a time.
- Per-project query budgets and a visible warning, helping organisers cap AI usage costs before they become a surprise.
- Shared lists with CSV import and export, making it easier to bring structured class material in and take it back out.
- Initial teaching-case materials for a law course, alongside the platform work.
The same release also prepares the service for broader browser access and deployment, but the cohort and budget controls are the substantive move.
So what Law schools, legal-ops teams and anyone running metered shared AI work should care because this is the operational layer that makes a pilot governable.
Spotted something wrong? Or know the PR text has fresher detail than the writeup above?