context construction for tool-using agents

parallels between FDE translation work and agent context engineering

Both convert unstructured domain reality (rules, edge cases, failure costs) into structured inputs the system can act on, suggesting the same artifact — a workflow map of named decision points — serves as both sales deliverable and agent specification.

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