The AI-Native Org Chart: Roles, Pods & Who Owns the LoopFiled Under: Share Tagged With: AI-native engineering, engineering team structure, agentic AI, org design, spec-driven development, engineering management, AI coding agents, Team Topologies, DORA, Claude CodeWire a fleet of agents into an orchestrator→researcher→implementor→reviewer loop and something happens that no one warns you about: it doesn’t just change how code gets written, it