The AI now does all of his client document extraction on 8 of 11 flows

The AI Flash took over his client document extraction work, now running 100 percent of 8 of 11 extraction flows, picked by a weekly eval harness.

How it works

The AI Flash takes over his client document extraction work
A weekly evaluation harness picks the flows
It now runs 100 percent of 8 of 11 extraction flows

Why it’s worth knowing

A weekly test decides which flows the agent may keep, which is how trust got earned.

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.