Multi-Agent AI Systems in 2026 — Architecture Patterns (MCP, A2A, Swarm) for Production
Multi-Agent AI Systems in 2026 — practical architecture analysis and enterprise guidance for Azure and AI platform teams.
The 2026 Multi-Agent Protocol Stack: MCP + A2A + ADK Define the Enterprise Interoperability Standard
Google Cloud Next 2026 shipped the pieces that ended framework fragmentation. The three-pillar enterprise stack is now defined: MCP for tool calls, A2A for agent communication, and ADK for orchestration.