Regarding long-term context, the fallback behavior is writing all of them to a file and let codex use tool to retrieve them. And the harness give the agent full flexibility to manipulate the memory structure by itself
seedbot is trying to be as minimal as possible - getting rid of everything except coding, and let agent self evolve according to user instruction