AI Agent Memory Failures: 4 Patterns Behind Costly Amnesia

Analysis of 800+ production incidents reveals four memory failure patterns in AI agents: context overflow (43%), session isolation (28%), vector drift (18%), and stale memory poisoning (11%). These cause agents to give contradictory answers or forget user requirements, leading to confusion and potential liability. The article provides a Python guard class to detect context window overflow before it causes errors.