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Resource
Foundations
Instead of relying on one giant clever prompt, concept engineering treats AI systems as structured workflows: defining inputs and outputs clearly, setting constraints and validation rules, separating reasoning from decision-making and generation, and creating reusable systems instead of one-off prompts.