To switch or not to switch?
Keeping the human constraint busy can improve throughput while delaying the first result. Context switching changes which definition of faster wins.
Notes from measured Human + AI development. Each article examines waiting, token use, a process change, and what to test in the next cycle.
Keeping the human constraint busy can improve throughput while delaying the first result. Context switching changes which definition of faster wins.
Faster AI iterations moved the constraint into deployment. Restoring complete checks before release made AI slower and the whole system more productive.
A task ran from 17:00 until 09:00 the next morning, but only six hours contained active work. The remaining ten hours exposed a process constraint, not a slow model.