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I Let an LLM Write Cold Emails but Never Decide Who Gets Them: Lessons From 678 Real Sends

This story is from 2026-10-10. It is preserved in the archive; the latest stories are on the live feed.

Connecting a contact database, an LLM and a company mail server is the easy part. A weekend gets you a pipeline that pulls a thousand leads, has GPT write to each one, and sends the result unattended. Then it does what unattended pipelines do. It emails three people at the same company. It attaches…

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  1. 2026-10-10 10:43 · DEV Community — AI
    I Let an LLM Write Cold Emails but Never Decide Who Gets Them: Lessons From 678 Real Sends

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