7 Claude Code agents held 24 board meetings. Revenue: $0

Описание и применение

Система из семи AI‑агентов, запущенных без участия человека, не привела к доходу из‑за ошибок в определении успеха, отсутствия ручных шагов и ограничений ресурсов. Внедрение проверки артефактов, публикации OAuth‑приложения и ограничения времени работы улучшили надёжность, но доход остался нулевым.

Задача

Unattended AI agents failed to produce real business outcomes due to mis‑defined success, missing human steps, and resource limits.

Результат

The unattended system produced 16 articles, 18 Shorts, 3 Dev.to posts, 5 proposals, and 3 digital products but generated $0 revenue. Key failures were artifact mis‑checks, OAuth token expiry, and resource overuse. Improvements included artifact validation, human‑task logging, OAuth publishing, and rate‑limiting.

Рабочий процесс

• Define agents and slash command
• Schedule daily run via Task Scheduler
• Run agents in order: research → decide → write → design → publish → review → repeat
• Check artifact existence, modification time, and content
• Log success or NG
• Post outputs to platforms
• Run daily self‑check comparing scheduled vs. actual outputs
• Iterate on agent definitions based on meeting decisions

Доказательства

The runner that launches each unattended command wrote OK to its log when the process exited 0 and printed something. That definition of success failed three separate ways in three weeks.

Источник

The Shorts pipeline is the only fully unattended business. It stopped on September 12 at 06:45 because the YouTube refresh token expired.

Источник

The runner now takes the path of the file the command is supposed to produce and checks that it exists, was modified after the run started, and contains the heading the command always writes.

Источник