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Agent memory just became its own product category

· 4 min read
Mangat Rai
Creator, Few-Shot Academy

Two memory startups published head-to-head benchmarks against each other in 2026. Neither could agree on how much context the other one actually used to get its numbers. That disagreement, more than any single feature, is the clearest sign that "agent memory" went from a prompt-engineering trick to a real, contested product category this year.