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A local model on every staff machine checks files against company and legal rules in 20 minutes

Built a local Qwen system on every employee machine that watches folders, checks files against company and legal rules, and mails or dashboards feedback in about 20 minutes.

How it works

  1. He builds a local model system on every employee machine
  2. It watches folders
  3. Checks files against company and legal rules
  4. Sends feedback by mail or dashboard in about 20 minutes

Why it’s worth knowing

Local models mean the files never leave the building to be checked.

Where it’s from

Summarized from a public post on news.ycombinator.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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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.