Every agent architecture choice is really a choice about who carries the token and compute load: the writer, or the reader? Relational databases let writers be self-indulgent while readers do the work. Search indexes give readers a great experience by providing pre-processed context while writers sort out the complexity of creating it.
Context Graphs at Agent Scale: Happy Writers, Happy Readers
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July 13, 2026
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materialize