‘Vibe coding’ may offer insight into our AI future - Harvard Gazette
‘Vibe coding’ may offer insight into our AI future Harvard Gazette
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Migrating from Ralph Loops to duckflux
If you've been running coding agent tasks inside Ralph Loops , you already understand the core insight: iteration beats perfection. You've seen what happens when you hand a well-written prompt to an AI agent and let it grind until the job is done. This guide shows how to take that same philosophy and express it as a declarative, reproducible workflow in duckflux. You gain structure, observability, and composability without giving up the power of iterative automation. What are Ralph Loops? Ralph Wiggum is an iterative AI development methodology built on a deceptively simple idea: feed a prompt to a coding agent in a loop until the task is complete. Named after the Simpsons character (who stumbles forward until he accidentally succeeds), the technique treats failures as data points and bets
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