Context design for production AI agents in four layers

This post organizes the context management crucial for production AI agents into a four-layer framework (architecture, prompts, file-based tools, verification agents). It includes practical code applications and design pitfalls to accelerate adoption.

Why it mattersAligning context across multiple layers increases agent reliability and reproducibility.