Gupta: Context graphs differ from metadata by capturing execution traces directly
Jaya Gupta · ⚡️Context Graphs: according to the authors — Jaya Gupta, Ashu Garg, Foundation Capital · Feb 4, 2026 · at 25:51
Jaya Gupta, investor at Foundation Capital, addresses community skepticism comparing context graphs to traditional enterprise metadata layers and data warehouses.
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“New categories, I think they emerge when there's a new unit of value worth, you know, storing. And I think the difference here is that decision traces are sort of captured as part of the execution path and not sort of defined up front in all these like workshops and reconstructed after the fact via ETL. And they're more like emerging as a byproduct of agents doing work, which I think is architecturally like a little bit different than metadata layers.”
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