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The 'Gentle Coding' technique is empirically validated across 1,500+ tests, showing significant improvements (zero regression) for multiple models including Kimi K2.6, GLM-5.1, GPT 5.4/5.5, and Claude Sonnet 3.5/Opus 4.6 by reducing looping and hallucinations.