Swapo Keeps the Job When the Agent Changes

Field notes

Swapo models an autonomous task as a portable package rather than as an attachment to one model: the package includes a specification, budget, permissions, API allowance and deadline. Its proposed replacement point is deliberately conservative, between task boundaries, so unfinished work is not duplicated or lost. The page illustrates the state with $128.40 remaining, four scopes, 12,400 API calls and 194 completed runs, while describing performance comparisons based on recent real-run measurements.