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My agents work overnight, grade their own work and rewrite their rules

He built a team of AI agents that run on a schedule while he sleeps. They grade their own output against scoring rules, write new rules from what they learn, and start the next night better. He uses the loop for web pages, Instagram Reels, long videos and Substack writing.

How it works

  1. Agents run on a schedule overnight
  2. Each one makes content for one format
  3. The agent scores its own work against written rules
  4. It writes new rules from the scores
  5. The next run starts from the updated rules

Why it’s worth knowing

The agents do not just repeat a task. They mark their own work and change their own instructions for the next night.

Where it’s from

Summarized from a public post on youtube.com. See the original ↗

Upgraded prompt

A ready-to-use prompt for this idea, built from research on what makes AI agents do the job right: who the AI should be, the exact steps, and a check to make sure it was done the way you wanted.

1Who the AI should be
2The prompt, with the steps
3The check when it’s done
Upgraded prompts are coming soon.

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