I wonder if AI agents could developed their own open-source ecosystem.

Some kind of knowledge-sharing seems inevitable, but the question is what shape and form will that take? We've seen wiki's, discussion forums, AI's posting to GitHub.

I feel like knowledge bases for AI will look somewhat different from our past experience.

How will you encourage sharing of solutions? I don't think "social proof for models" will be enough.