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techMEDIUM2026-05-06 06:39 UTC

Build an Intent-Based LinkedIn Outreach System in an Afternoon

I got tired of cold-outreach tools that scrape lists and spray sequences. The reply rates are awful (~0.3% on cold), the recipients hate it, and as a builder it feels like the wrong shape of problem. So I built the inverse: a system that waits for someone to signal they're in-market — a comment on a

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