Desktop automations often work perfectly on the developer’s machine, then fail on a slower computer, a busy browser, or a screen that loads in a different order.

A common cause is relying on fixed delays:

click “Continue” wait 5 seconds click “Save”

Enter fullscreen mode

Exit fullscreen mode

Five seconds may be wasteful when the page is ready in half a second—and still too short when the machine is busy. The workflow is waiting for a guess, not for the thing it actually needs.

Wait for a condition, with a deadline

Prefer an observable signal: a button becomes visible, a dialog closes, a window appears, or expected text is present.…