// stage.weekly
Real GTM systems. Delivered weekly.
Every week I break down a GTM system I've built or seen work. Clay tables, n8n workflows, AI agents. The actual architecture, not a high-level overview.
Clay table breakdowns: enrichment logic, error handling, real row counts
n8n workflow walkthroughs: the nodes, the logic, the edge cases
AI agent builds: prompts that work, tools that connect
Frameworks I use with clients: MEDDPICC, TAM-SAM-SOM, and when to use what
Behind-the-scenes of systems I deploy for real companies
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// stage.editions
What you'll get
How I built a reporting system that pulls from Instantly + HeyReach automatically
Automated weekly performance reports using n8n.
The Clay table that scores accounts using 6 signal layers
Multi-signal ICP scoring architecture for production.
Why your AI agent forgets everything (and how to fix it)
Context windows explained for GTM practitioners.
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GTM engineers, founders, and operators read this
No fluff. No theory. Just production systems you can learn from.