When should an AI workflow stay in one thread?

A workflow question about preserving task memory versus handing off to another tool by stage.

Single-thread continuity is useful when command output, failed attempts, IDs, and decisions keep shaping the next step. But it can become clutter when the task changes stage. I would keep one continuity record, then switch tools only when capability or ownership changes. Where would you draw that line?