Dev.to
7/6/2026

The AI Is Fast. The Decisions Are Mine.
Short summary
After 4 months building production systems with Claude Code, a solo engineer defines clear boundaries: humans own requirements, acceptance criteria, and production judgment; AI handles implementation, code review, and testing. Responsibility cannot be delegated. The framework works because implementation and testing have clear, verifiable standards.
- •Humans decide what to build and when it's done; AI handles implementation and testing
- •AI lacks domain knowledge and cannot determine production safety—these decisions require human accountability
- •Speed matters only when direction is correct; moving fast toward the wrong place is a liability
Generated with AI, which can make mistakes.
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