Anthropic's agents log six hours for every employee hour. The bottleneck is whoever reads their output.

Anthropic's October 16 report says its agents logged six hours for every employee hour by August, and I read that as an attention problem, not a headcount one. The report, Anthropic's How employment is changing at Anthropic, finds Claude sessions spend around 80% of their time idly waiting for human input. For non-technical staff, reading everything their agents wrote would take over half the work week. One engineer said people are bottlenecking the agents.

That's the useful part for a small GTM team, the sales and marketing side of the company. An agent that pings you about everything costs you the day. The answer isn't fewer agents. It's fewer, better asks: one message, the evidence attached, a yes or a no.

Anthropic's staff got there too. Written standing instructions for agents grew from a few hundred to 8,500 in a year. Work on managing the agents rose from 10% to 22% of the average employee's sessions.

This is the part I do: when a good-fit account keeps coming back to your pricing page, your sales channel hears about it in Slack with the evidence attached. Write the rule so the agent brings you a decision. The reading is its job, not yours.