A solo engineer building a production system with Claude Code as their primary tool has defined a clear division of labor between human and AI. The human is responsible for requirements, acceptance criteria, and final production judgment, while Claude Code handles implementation, code review, and repetitive testing. This division is crucial because AI lacks domain-specific knowledge and cannot make business-critical decisions or understand the nuances of user needs and organizational support. AI
IMPACT Defines a practical framework for human-AI collaboration in software development, emphasizing human oversight for critical decision-making.
RANK_REASON Opinion piece from a practitioner on AI-assisted development workflow.
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