This is a submission for the Google Cloud NEXT Writing Challenge Everyone Is Building AI Agents After Google Cloud NEXT ‘26 — Here’s Why Most of Them Will Fail At Google Cloud NEXT ‘26, one message was impossible to miss: We are entering the era of AI agents. With announcements around agent-to-agent (A2A) communication, the Agent Development Kit (ADK), and deeper orchestration through Vertex AI, G