News, research and notes from VarOps - what we're building, how it works, and why we're building it.
Most agent memory is raw text with search on top. Ran is taking the stage at AI DevCon NYC (Nov 2–4) to show how we replaced it with claims, timelines, and permissions.
Models are replaceable. Your company’s understanding shouldn’t be. VarOps is built around the idea of Resident AI – an AI that lives inside the business, molded to the systems already there, and owned outright.
AI, measured
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