How Ralph makes Claude Code actually finish tasks

**How Ralph makes Claude Code actually finish tasks**

Claude Code is deceptively capable. Point it at a codebase, describe what you need, and it’ll autonomously navigate files, write code, run tests, and iterate on failures. The problem is that it doesn’t know when to stop. I’ve watched it burn thousands of tokens refactoring perfectly functional code because my prompt mentioned “clean architecture,” continuing execution long after the core task was done simply because there was always something that could be improved. This is the completion problem in agentic AI...

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