Your AI agent saves 10 minutes per task — but someone spends 15 checking its work
A demo measures how fast an agent finishes a task, not how much work it actually removes. When verification takes longer than doing the job by hand, nothing was saved. The practical rule emerging from the thread: only automate jobs where a mistake is cheap to spot, and let the agent earn trust before it touches work that is expensive to check.