Complexity is Outside the Code discusses how complexity arises from external factors like business needs and deployment rather than just code. It suggests minimizing lead time from work to impact by estimating tasks, narrowing risks, and treating research and improvement as ongoing work. Complex systems require recognizing uncertainty and opportunities through continuous learning and adaptation.