AI tools have made generating code easier than ever, but they haven’t reduced the long-term cost of maintaining it. The real engineering discipline lies in distinguishing between core differentiators worth building and commodity systems better bought or integrated. Use AI to reduce integration overhead—not to justify rebuilding what already exists.
