Jan 20
https://www.ishir.com/blog/312751/ralph-wiggum-and-ai-coding-loops-from-springfield-to-real-world-software-automation.htm
Is Your AI Coding or Just Quitting Early? Meet the Ralph Wiggum Loop.
Most AI coding workflows fail for one simple reason: the agent stops the moment it thinks it’s done.
The “Ralph Wiggum technique” flips that completely, turning AI into a persistent software worker that keeps iterating until tests pass, build succeeds, or objective success markers are hit.
So the real question is: what if your AI didn’t stop after one attempt and kept going until it actually delivered working output?
