Beyond Summarization: Why Structured Event Memory is the Future of AI Agents

This case study demonstrates how moving from lossy chat summarization to structured event logs solves the critical problem of context drift. It emphasizes that building a reliable AI agent depends more on a robust memory architecture than on complex prompt engineering.