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Every AI system is fundamentally a context transformer; it takes situational information and converts it into appropriate responses. But unlike traditional software layers, context has unique properties.

We are exploring context engineering as a first-class architectural discipline, patterned, principled, and practiced for making AI systems more predictable, maintainable, and powerful.