Context rot occurs when LLMs lose focus on earlier information during lengthy tasks, causing projects to fail despite earnest effort. GSD is a Claude extension that combats this through a context engineering layer that breaks work into managed sub-tasks while maintaining overall context. The author demonstrates GSD's planning
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