Walker Media
Walker Labs
Margin Notes
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The Blog
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Walker Media
Walker Labs
Margin Notes
The Blog
Work With Us
The Blog
What we're learning about growth marketing and AI while building with both every day.
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AI & Automation
AI & Automation
The Real Cost of Waiting on AI Agents
April 6, 2026
AI agents don't show up fully formed. They learn your business the way employees do. Every month you wait is a month of compounding you never get back.
AI & Automation
What We Learned Running AI Agents in Our Business
March 30, 2026
We started with one agent that did everything. It broke down the same way we did when we were wearing every hat in the business. Here's what we learned.
AI & Automation
AI Agents Are Not Chatbots. Here's the Difference and Why It Matters.
March 23, 2026
From the outside, talking to an AI agent looks exactly like talking to a chatbot. But what's happening behind the interface couldn't be more different.
AI & Automation
What Is an OpenClaw Strategy and Why Does Jensen Huang Say Every Company Needs One?
March 16, 2026
Jensen Huang compared OpenClaw to Linux at GTC 2026 and said every company needs an OpenClaw strategy. Here's what that actually means and what it looks like when you build one.