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His team's test framework drives the product, has an LLM judge it, and files the issues

His team runs a fuzz framework that drives a Migration Assistant with Playwright, has an LLM judge results, and files issues back into their system.

How it works

  1. His team runs a fuzz framework that drives the product with browser automation
  2. Has an LLM judge the results
  3. Files issues back into their system

Why it’s worth knowing

Filing the issue is the step human test cycles drop first.

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.