Why the Ralph Bash Loop Works Best with a Small, Focused Context

What happens when a foundational method in AI optimization gets reimagined, and not necessarily for the better? In this guide, Better Stack explains how the Ralph loop, a once-simple yet powerful script, has become a battleground for innovation and controversy. Originally designed to keep AI systems operating in their “smart zone” by managing context windows […]
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