All ideasMore in Work
Work

A local model fuzzes his text editor like a person, then files the bug tickets itself

LLM made human-like fuzzing sessions for his text editor; local Qwen babysits, investigates, writes repro and files ticket; bugs found after 1-2h runs.

How it works

  1. Local model runs human-like fuzzing sessions on the editor
  2. Watches for failures
  3. Investigates what happened
  4. Writes a repro and files a ticket

Why it’s worth knowing

The agent does the whole loop, from poking the app to writing up the bug.

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.

Try next

WorkForemen file the daily log with a three-minute phone call, and the agent chases anyone who forgets30 min savedWorkOne man released a whole movie with about 40 tools he built with AIWorkA review engine asked his past customers for reviews and got three five star ones on day oneWorkFind my 277 unanswered brand emails, reply, and keep negotiating

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.