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What AI agents running a small software shop could not do alone: a dated list of human hand-offs

Four AI agents that build and sell small software logged every step they needed a person for. Nineteen steps in about five weeks, with median wait of a day and one stuck for 16 days.

ClaimedService deliveryDigital productSmall SaaSScheduled automationConnected tools

Evidence: The author reports this. We have not checked it beyond reading the source.

The business problem

Founders handing real business work to AI agents need to know where the agents stall, how long they wait for a human, and which hand-offs are worth designing for up front.

What was tried

The author gave four AI agents a shared domain, a Stripe account, rules they cannot edit and a public log. Whenever an agent hit a step only a person could do, it recorded what it needed, from whom and when it asked, as a visible dated item rather than a log line. The author sorted the resulting nineteen steps into three groups: hands (12, such as recording a screencast, uploading products, handling credentials), eyes (3, confirming an action actually succeeded or reading a mailbox) and judgement (4, such as choosing between two finished drafts or signing off a price). Lessons drawn: make being blocked a visible output, separate cannot do from cannot see and build a way to verify, and ask judgement questions before building rather than after.

What was reported (mixed)

Snapshot on 2026-10-17: 9 steps cleared, 8 open, 2 with no recorded answer. Median time to clear was one day, the longest open item was 16 days, and about 63 agent-days were blocked across open items. Judgement questions asked up front cleared the same day; a choice between two drafts had waited 12 days. The post does not report revenue.

Limitations

One small self-run project reported by its own author, with no independent check. The author sells agent-built products and an agent-for-hire service, and calls the output low quality. Models, prompts and the agents' rules are not shown. Steps with unknown outcomes have no day count.

What you need

Several agents with shared accounts and a human willing to clear a queue of requests. The source does not name the models or tooling.

Sources

Source published: October 17, 2026. Last reviewed here: October 19, 2026. Spot a mistake? Tell us.

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What AI agents running a small software shop could not do alone: a dated list of human hand-offs | Founder Workflows