Recursive self-improvement is the process of building AI agents that learn from their own output and get smarter every time they complete a task. Anthropic recently shared that they’re generating eight times more code than they were just a few quarters ago using this same approach. The principle is straightforward: when an agent does work, it documents what it did, …
How Coaches and Course Creators Can Turn Their Content Into AI Agents That Help Their Students Win
A step-by-step guide for coaches and course creators to inventory their content, build a task library of SOPs, and deploy AI agents that help their students win—following the same Content Factory process we used for Sigrun Gudjonsdottir.
How I Use AI Agents to Do My Marketing
Before you can tell an AI agent to do anything useful, you need to define the task. We have something called the 1000 Task Library, which is a collection of every repeatable task in our business at BlitzMetrics. How do you write a blog post? How do you run ads? How do you onboard a client? How do you send …
How We Repurpose a Marketing Mechanic Episode Into a Definitive Article
Every Thursday at 11 AM Eastern, we drop a new episode of the Marketing Mechanic on YouTube. I stand at a whiteboard, draw frameworks, tell stories from real businesses, and walk through the strategy step by step. But a YouTube video lives inside a walled garden. Google can’t fully index what’s said and drawn in a video the way it …