Auwai

Mental model

Auwai separates the repository from the model session.

Workspace
  Repo
    Partition
      Segment
        Chunk

The shape

A workspace is the root of the same tree. A repository can also stand alone.

The four objects

The three budgets

The read budget is computed from the model window, the fixed prompt, the output reserve, and a safety margin.

The session rule

A segment is a new session. The model does not receive the previous raw transcript. It receives a brief from the database:

The model reads the segment, records findings, and stops. The next segment starts with a fresh context and the updated ledger.

The coverage rule

A chunk is covered when it is read or explicitly skipped with a reason. The ledger distinguishes:

A full-read certificate reports the first-party chunks that are read or skipped and the chunks that remain.

Coverage state

read means the body was delivered. Finding means at least one finding is attached. Stale is an overlay, not a replacement for the earlier state.