Wesley SwannFree guide / AI agents
Strengthen your loop system with two levels
Build a two-level loop system: an inner loop that improves your work and an outer loop that improves the inner loop, with guardrails and honest scoring.
A two-level loop system takes the simple try-measure-keep cycle one step further: a second loop watches how the first loop performs and improves its method. If you already run a basic self-improvement loop, this guide shows you how to add…
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About the author
Wesley Swann | AI, Automation & Cybersecurity
Wesley builds AI that does the busywork. He shares practical guides, teaches you how to build with AI, and helps turn your ideas into working automations.