Applied Karpathy's context engineering principles to optimize Claude code token usage
Achieved a 2.8x reduction in token consumption, significantly lowering API costs
Context engineering focuses on structuring prompts and inputs more efficiently to reduce redundant tokens
The optimization maintains output quality while dramatically improving cost efficiency for Claude-based applications
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