Tool-specific resourceFramework · 9 min
The Lead List Machine
How I replaced my paid scraping stack (per-run actors, contact databases, hours of cleanup) with one MIT-licensed open-source repo driven by Claude in plain English.
Build your first clean lead list this week: the three-minute setup, the exact ask pattern, and the cleaning pass that keeps your sender domain alive.
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These are the same frameworks I use in real client builds, written down so you can run them yourself.
Inside the resource
Use this when the idea is useful, but the next step is unclear.
01
the switch
Why I retired my paid scraping stack.
02
the setup
Three minutes, one time.
03
the ask
Write a sentence, not a scraper.
04
the cleaning pass
Verify, enrich, segment. Always.
05
what to point it at
Four lists that earn their keep.
06
play it clean
Leverage, not a cease-and-desist.
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