We're now evolving the platform for an AI-native world by building AI-assisted workflow development, automated testing and diagnostics, intelligent operational support, and new ways for AI agents to safely discover, invoke, and compose business capabilities. Design reliable distributed systems that handle workflow execution, scheduling, retries, throttling, fault tolerance, scaling, and observability across a multi-tenant platform used by thousands of developers.