An agent connected to live visibility data does work a person would do, at a pace a person cannot match. The difference between that and a mess is the guardrails.
Delegate the loop, not the judgement
Agents are good at the repeatable middle: reading what the assistants said, finding the pages cited, scoring your own page against them, drafting the change. They are weaker at deciding what matters, which claims you can defend, and when a result is noise.
Keep the judgement calls and hand over the loop.
Make the work auditable
The single most valuable habit is making the agent log what it changed and when. Without a record you cannot tell a real improvement from a model update, and next week the agent starts from nothing. With one, every move has a date you can line up against the metric.
Table stakes
- A connection to live data, so the agent is not guessing.
- A written method it follows, rather than improvising each time.
- Human review before anything publishes.
- A change log with dates, tied to the pages touched.
- A control set the agent is told not to touch.
Speed without a record is just a faster way to lose track.