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He set one GLM agent per file loose on his codebase and got 70 audit commits

Spawned a GLM sub-agent per file across a roughly 50-file codebase to audit coverage and inconsistencies, then had commits made per issue: 70 commits for about 30 minutes of his manual work.

How it works

  1. He spawns a GLM sub-agent per file across a roughly 50-file codebase
  2. They audit coverage and inconsistencies
  3. Commits are made per issue: 70 commits for about 30 minutes of his manual work

Why it’s worth knowing

One agent per file is a simple idea with a big multiplier.

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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