Spec-driven orchestration emerges as AI infrastructure's next frontier

Anthropic's harness engineering research shows infrastructure around AI models matters as much as the models themselves. The article argues that spec-driven orchestration, not prompt engineering, scales for multi-agent systems. It highlights context management, verification loops, and resilience patterns as key production challenges.