Run a four-agent fleet on one laptop around the clock

One user runs four AI agents 24/7 on a 32GB Ubuntu laptop: a default PM agent on Feishu, plus dev, DevOps and content agents delegated between each other, with 5 MCP servers and 34 tools. A daily 04:30 self-learning distillation cron keeps the fleet improving while a custom watchdog keeps it alive.

How it works

Create one the AI profile per role (PM, dev, DevOps, content)
Connect the PM profile to Feishu
Delegate work between profiles
Attach 5 MCP servers and 34 tools
Run a systemd service plus watchdog
Schedule a daily self-learning distillation at 04:30

Why it’s worth knowing

A whole four-agent staff, running 24/7 on a single consumer laptop.

Where it’s from

Summarized from a public post on betterclaw.io. 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.

Try next

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.