The problem, concretely. A real session where the agent re-derived or

re-broke something it had already handled. Name the cost: wasted tokens,

wasted time, lost context.

Why existing options didn't fit. Cloud memory = your code leaves the

machine. Bigger context windows = you still pay to re-read everything and