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
Architecting the Next Generation of Real-Time Streaming AI Agents Traditional request-response models have long shaped how AI agents interact. However, as user expectations evolve, these turn-based exchanges reveal significant drawbacks. Real-time, multimodal experi... ADK AI agents architecture concurrency developer tools multi-agent real-time streaming
Google's BigQuery Native Toolkit Streamlines Enterprise AI Agent Development Connecting AI agents to enterprise data has always been a complex challenge. With sensitive data, constantly evolving schemas, and security at stake, developers often find themselves building and main... ADK AI agents BigQuery Conversational analytics Data integration Google Cloud Machine learning MCP