Engrain by ByteRush

AIF.03.03 Mid-level

Conversation state and persistence

Comes up in: Frontend system design, AI system design

This concept is being written. It gets the full five steps — explanation, predict, interview angle, practice with tests, and review cards. Here is exactly what it will cover, so you can study it elsewhere in the meantime.

What it covers

  • message data model (roles, content blocks, tool use/results, metadata)
  • branching and edits
  • persisting threads
  • syncing across devices
  • context window limits shown to users
  • export

Words you will know

content blockconversation branch

What you will practise

  • threaded chat store with branching

Interview questions this answers

  • How would you model chat messages that include tool calls and results?