A debugging assistant runs 60+ turn sessions with developers. Early turns establish reproduction steps and environment details that stay relevant in compressed form; recent turns carry the active investigation. Costs are climbing and the model has started re-asking questions answered 40 turns ago. Which context-management strategy fits best?