
Free Lesson
Four months changed GTM engineering. The stack I run now.
Part of Building an AI GTM Engine
30 min
Sep 28, 2026 2:00 PM
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What you'll learn
Run outbound that researches between touches
Set up context, reach, judgment, scheduled routines and surfaces, starting with one repo every agent reads.
Build the five layers in the right order
Skip the agent org chart and the hundred skills, and keep a person on send for every outbound message.
Know what to leave out
Skip the agent org chart and the hundred skills, and keep a person on send for every outbound message.
Why this topic matters
In May, a campaign meant list, enrich, score, then a three-step sequence written before anyone had replied. Now agents research each lead between touches and draft every reply for a person to review. Clay, Lemlist and the CRM are still in the stack, working behind Claude. None of it works without a deep context layer, and most teams skip straight to agents. This is the setup I've run for four months, and the order to build it in.





