Recursive Self Improvement for AI Agents

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, …

Building Dennis Yu’ Speaker Reel for Event Organizers

I started on Dennis Yu’s speaker reel by combining the core snippet of Devon Hennig‘s stage introduction with other stage introductions and event organizer feedback we already have, so future organizers can see the social proof and book us for more speaking. Then I put the result on a page that future organizers can use to book him. The target …

MAA Examples for Contractors and Local Service Businesses

This page shows real MAA reports from real clients and team members. Some are excellent. Some need work. I’m including both so you can see what good MAA looks like and learn to spot the gaps. The pattern is always the same: metrics first, then analysis of why, then action based on that analysis. When people skip the analysis, they …

How Scott Richter Went From Email Marketing OG to the Biggest Gambling Influencer on the Internet

I’ve known Scott Richter for almost 25 years. Back in the late ’90s and early 2000s, he was one of the biggest names in online marketing. He ran affiliate.com, dominated the email marketing space, and was deep in the world of ringtones, affiliate offers, and email submits. Fast forward to today, and Scott has completely reinvented himself. He’s now known …