Delegation is not amplification.
Delegation asks the system to own the outcome. Amplification keeps the outcome yours while the machine supplies scale and stamina. This sounds like philosophy until something goes wrong and you find out which one you built.
Errors compound in the dark.
A chain that runs unwatched multiplies its small mistakes. The safe pattern is boring: show the inputs, show the outputs, make the next step obvious, and let a person decide whether to continue.
What to build.
Put checkpoints where the consequences are: drafts before sends, previews before publishes, queues before deletes. Make the stop control obvious and instant. Keep a log a person can actually read. Let it run free on anything reversible, and prefer many small runs with a person choosing between them over one long chain nobody watched. For the rest, the machine proposes and the user decides.