Agents Training Agents: A practical architecture for autonomous self-improvement (techlife.blog)

I get the impression the anonymous author has not tried the things he is writing about. Otherwise I'd like to see his results; e.g., for the "How Does the Agent Know What It Doesn’t Know?" section.