A Guide to Context Engineering for LLMs

A 2025 Chroma study reveals that LLMs degrade in accuracy as input size grows, with some models dropping from 95% to 60% performance. The article covers context engineering strategies—structuring information effectively rather than maximizing context—and how token-level processing creates architectural blind spots that make quality of input more important than quantity.