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Let your AI agent learn your forms before it fills them

  1. 1I fill a lot of similar forms.
  2. 2Before automating anything, collect the questions, fields and patterns as I work.
  3. 3Once you have enough examples recommend what to automate and help me to build it.

Tip. If you don't know exactly what to build, or there are too many different cases, don't try to predict everything. Let your agent learn from real examples first.

The story

Ten forms, the same questions

So far I have sent about ten job applications. Every form asks almost the same questions, but every form is different.

Collect first, fill later

My browser extension still sends the page I'm looking at to Claude in my terminal, through Cloudflare. But instead of asking Claude to fill in the form straight away, I asked it to collect the information about each form as I filled it in.

Then autofill

Once we had enough examples, I asked Claude to add autofill to my extension as a new feature.

Learn from real examples

If you don't know exactly what to build, or there are too many different cases, don't try to predict everything. Let your agent learn from real examples first, then use that to build something useful.

Tomorrow, even smarter

Tomorrow, even smarter

Tomorrow I will make the system even smarter: different types of CV, a background check on the company, and its reviews. Follow along, and if enough people are interested, I will turn the whole experiment into a free course. Or just prompt it yourself.

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