Comment by christinetyip

A lot of the discussion here is about memory inside a single tool, which makes sense.

I’m curious how people think about portability: e.g. letting Claude Code retrieve context that was created while using Codex, Manus, or Cursor, or sharing specific parts of that context with other people or agents.

At that point, log parsing and summaries become per-tool views of state rather than shared state. Do people think a shared external memory layer is overkill here, or a necessary step once you have multiple agents/tools in play?