Google's Agent2Agent (A2A) protocol arrived with enormous fanfare. Positioned as the lingua franca for autonomous AI agents to discover, negotiate with, and delegate tasks to one another, it quickly became the backbone of countless multi-agent systems built in late 2025 and into 2026. Backend engineers, already under pressure