Define goals, meeting rhythm, and accountability upfront. Mentors share stories and roadmaps; mentees bring artifacts and questions. Keep commitments small and specific. A good compact prevents emotional debt, keeps sessions generative, and models the professional boundaries that make sustainable growth possible across busy seasons.
Host lightweight meetups where specialists show unfinished work and neighbors ask curious questions. Rotate facilitators, document takeaways, and maintain a shared glossary. Participation should feel safe, useful, and fun. Over time, the culture normalizes learning in public and elevates standards without performative competition or gatekeeping.