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Ralph mode (also called Ralph loop or the Ralph Wiggum technique) is a popular 2025–2026 trick/pattern in the AI agent & autonomous coding world. It forces an AI (usually a powerful coding model like Claude, but also used with others) to keep working on the same task in a continuous loop — iterating over and over again — until it truly believes the job is completely finished, instead of giving up after one or two attempts when the context window gets full or it gets bored.