Why Context Engineering Is Key for Scalable Multi-Agent AI Systems As AI agents advance from simple chatbots to autonomous systems handling complex, long-running tasks, organizations encounter a major hurdle: managing context efficiently. Relying on ever-larger conte... ADK AI agents context engineering information management multi-agent systems production frameworks system architecture