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Context should be owned by the organization. We use context documents for code generation and store them in our codebase, but they are not really a part of our codebase. Most meaningful context that engineers pass to an LLM is cribbed from project details and is the result of decisions made by individuals who are not engineers. Instead of passing around and distilling things haphazardly, domain experts should manage their context directly. This is the barrier for Stage 7, which is an organizational shift more than a technical one.
cell level input data validation.