Guides
Practical writeups for GTM systems I've built, broken, replaced, or had to explain to someone else. Only finished guides are listed here.
· HubSpot · Salesforce · n8n
How to build a context layer for CRM AI
Why CRM AI gives confidently wrong answers, and how to ground it in what your fields actually mean — with implementations for HubSpot, Salesforce, and n8n.