Gist: The post argues that AI-first organizations need a shared control plane to replace slow, handoff-heavy team structures. It frames governance, testing, and observability as essential to prevent quality, security, and cost drift.
Signal reason: The post reframes the company operating model around an AI control plane and new team structure.
