Context engineering beats prompt engineering for AI coding

A developer found that using a top-tier AI model to write a detailed specification, then a cheaper model to implement it, produced better results than using the strong model alone. The approach lowered costs and improved accuracy by shifting precision to the spec. The principle: good context reduces the model capability needed for a task.