+−⟲ Before agents: every stage runs at human speed Plan Design Build Test Deploy Maintain After agents: build runs at agent speed Plan Design Test Deploy Maintain cycle time reclaimed requirements review release The bottleneck moved: build collapses to agent speed while the stages around it still run at human speed.