🔧 🤖 My AI Agents Version Themselves: How We Built Self-Evolving Personas Using Semantic Versioning

By Ed Fife




In a previous article, I described how our two-person team built a 12-module credentialing course in under three hours using an unorthodox architecture we call HTML-as-JSON. That piece focused on the what — what we built, how the pipeline works, and why we abandoned JSON for structured HTML.

This article is about what happened...