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His own the AI review action checks every pull request and beats the review services he tried

Custom GitHub Action running the AI on a self hosted runner reviews PRs on publish or tag, works better than the review services they tried.

How it works

  1. A custom GitHub Action runs AI on his own runner
  2. Reviews PRs when they are published or tagged
  3. Outperforms the review services they tried

Why it’s worth knowing

Self-hosted means the code never leaves his machines for review.

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.