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AI & Automation
Replace categories of tools with fewer, smarter systems
6 guides
Rent vs Own Your GTM Stack: A Build-vs-Buy Field Guide
Most operators rent their whole GTM stack - Clay for enrichment, Smartlead for sending, a CRM for the rest. Here is the rent-vs-own decision, told through building GTM OS with Claude Code: which layers to own, which to keep renting, and the honest cost math.
How I Built a GTM Cockpit on Headless Connectors (MCP + API)
A build log: how I assembled a single operator cockpit on top of headless connectors - Apollo, SES, HubSpot, a warehouse - over MCP and API, instead of renting a vendor platform. The architecture, the connector choices, and what broke.
An Oversight Cockpit for Your GTM Agents (Small-Team, Not Enterprise)
As AI agents take over GTM work, you need a place to watch and steer them. The enterprise control planes are overkill for a small team. Here is what a right-sized oversight cockpit looks like - approval gates, one screen, human-in-the-loop - built on a head you own.
AI SDR Infrastructure: What's Actually Under the Hood
A map of the infrastructure components that make AI SDRs actually work - data, signals, prompts, feedback loops, guardrails, and measurement.
Autonomous GTM Systems: What's Real Today, What's Hype, and What's Actually Dangerous
A measured map of autonomous GTM - which tasks run unattended today, which need human oversight, and which are still dangerous to automate for operators.
Human-in-the-Loop Sales Automation: The Patterns That Actually Work
The design patterns, human roles, and anti-patterns that make human-in-the-loop sales automation work in production instead of quietly failing.