Compare emerging standards for agent collaboration, with architecture diagrams and production considerations for interoperability. Compare emerging standards for agent collaboration, with architecture diagrams and production considerations for interoperability. Google/IBM 2026 trends emphasise multi-agent dashboards and protocols. Includes controls, pitfalls, and a phased implementation path. Compare emerging standards for agent collaboration, with architecture diagrams and production considerations for interoperability. Why this matters Teams are under pressure to deliver AI capability quickly, but speed without control creates operational and governance risk. This guide focuses on practical execution patterns that hold up in production. Prerequisites Clear ownership for delivery and risk decisions. Baseline observability for model and tool behaviour. Defined quality and security acceptance criteria. Practical approach Define the business decision this capabil...
Practical AI engineering guidance on agents, MCP, frameworks, security, ethics, and AI in insurance — implementation-first, production-ready.