Created by Tobi Lutke at Shopify
Designs systems that give AI the right information at the right time. Architects the entire context pipeline: what data feeds into the model, how it is structured, what tools the model can call, what memory it retains.
Deep understanding of LLM context windows. Data pipeline architecture. Tool/function calling design. Memory and state management for agents. Systematic evaluation of context quality.
The difference between an AI demo and an AI product is context engineering.
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