Agent memory can sometimes be handled with prompts, state output on completion, etc. Managing that can get messy if you aren't on the same system.

I think "provenance gap" or temporal history can be helped by understanding what you have asked agentic systems to write, understand things written, and verified them.

We aren't yet at a point where something large or extended is easily pushed to agentic coding management - your point of provenance and memory is key here.