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: It proposes a new technical capability centered on AI workflows, testing harnesses, and guardrails.
