What does juggling cost?

Running several projects at once feels like progress on all of them. But every switch costs you โ€” reloading what you were doing, where you left off, what comes next. Gerald Weinberg put rough numbers on it: each project past the first sheds about a fifth of your capacity to context switchingThe cost of stopping one task and resuming another: rebuilding the mental state you'd paged out. The more you hold at once, the more of your day goes to the swap rather than the work.. Slide the count and watch the productive time drain.

Withthings in flight,each one past the first costs% to switchingThe slice of total capacity lost to switching for each project beyond the first. Weinberg's rule of thumb is about 20%..
40%lost to switching

Of a full day's capacity, 40% evaporates just moving between the projects โ€” leaving 60% that actually reaches the work, about 20% per project.

60%still productive
20%per project
40%overhead
Where the day goes
60% work
40% switching
Projects at onceProductive time
1 project
100% ยท 100% each
2 projects
80% ยท 40% each
3 projectsnow
60% ยท 20% each
4 projects
40% ยท 10% each
5 projects
20% ยท 4% each

Splitting yourself evenly across 3 projects sounds like 33% each โ€” but switching skims another 13% off every one, so each really gets 20%. The cure is the unintuitive one: finish things. Fewer in-flight efforts means less of the day spent paying the swap.

context-switching overhead, after Weinberg's rule of thumb