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Built 26/04/19 07:55commit 447639a

Ralph Wiggum Loop Technique ​

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Summary ​

This source defines "Ralph" as a deliberately simple autonomous coding loop: run one agent in a fresh context over and over, keep durable plans and specs in-repo, ask it to do only one important thing per pass, and treat prompt tuning plus repo artifacts as the main way to steer long-running work.

Source ​

Key Contributions ​

  • Argues for a monolithic loop over premature multi-agent orchestration: one repository, one main agent, one priority item per iteration.
  • Externalizes memory into durable repo artifacts such as specs, fix plans, tests, and documentation rather than relying on one giant continuous context.
  • Treats subagents as bounded helpers for search, summarization, and parallel write work, while keeping validation concurrency tighter to avoid backpressure.
  • Emphasizes explicit anti-slop signs such as "don't assume it's not implemented" because code search and context interpretation are still nondeterministic.

Strongest Claims ​

  • A simple fresh-context loop can outperform more elaborate multi-agent setups when coordination cost dominates.
  • The operator's main leverage is not a magic prompt but continual tuning of specs, backpressure, and behavioral guardrails.
  • Fast, local verification loops matter more than abstract autonomy because the wheel has to turn quickly without losing control.