Posts tagged with: Iterative Design

Deploying the Ralph Wiggum Technique: A Step‑by‑Step Tutorial

If you want to build AI software more quickly and reliably, learn how Geoff Huntley’s Ralph Wiggum technique turns a single LLM into an autonomous developer. This guide walks you through the three‑phase workflow, shows the two prompt templates for planning and building, and hands you a ready‑to‑run bash loop that automatically commits and pushes each iteration. You’ll see how to structure specs, generate a smart implementation plan, and use backpressure with tests. By the end you’ll be able to set up the repo, run the loop on any project, and trust the LLM to steer itself toward the final product while keeping your codebase clean and version‑controlled.