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Explore the future of context engineering: from policy-aware retrieval and contract-as-code to provenance tracking and privacy-preserving exchange. This article outlines the next five years, emphasizing standardization, instrumentation, and integration into the software stack. Learn what to build now to leverage governed context as a competitive advantage in the age of AI, ensuring accuracy, compliance, and cost-effectiveness.
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