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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Inside the resource
Use this when the idea is useful, but the next step is unclear.
the switch
Why I retired my paid scraping stack.
the setup
Three minutes, one time.
the ask
Write a sentence, not a scraper.
the cleaning pass
Verify, enrich, segment. Always.
what to point it at
Four lists that earn their keep.
play it clean
Leverage, not a cease-and-desist.
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