Ralph implements Geoffrey Huntley’s technique for Claude Code, creating a self-running development loop where the AI iteratively improves code until completion. It monitors for both completion indicators and explicit exit signals, preventing infinite loops through a circuit breaker mechanism. The system includes rate limiting (100 calls/hour), semantic response analysis, and JSON output support with automatic text fallback.