In mid-2025, Geoff Huntley introduced the Ralph Wiggum Technique, a viral coding method using a simple `while` loop to run AI agents continuously. The technique, demonstrated at a meetup, showcased autonomous coding overnight and sparked conversations about AI's role in software development.

By August, the community tested Ralph for tasks like refactoring and spec generation. A key lesson emerged: poor specifications yield poor results. The method proved effective for managing small, iterative changes in existing codebases, aligning with broader industry trends toward declarative AI instructions over imperative commands.

In September, Huntley launched Cursed Lang, the programming language Ralph builds. While Anthropic's official plugin faced criticism for complexity, the core idea persists: simple loops can drive powerful AI workflows. The technique continues to inspire experimentation in context engineering and agentic coding tools.