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AI Summary
- Professor Ras Mic explains that AI output quality depends directly on input clarity—treat AI agents like junior engineers requiring specific feature + test definitions
- Claude Code's Ask User Question Tool forces upfront clarity on UI/UX decisions and technical constraints before building, replacing vague product descriptions
- Taste and audacity are the real differentiators in 2026 software; context windows matter and automation (Ralph) should be avoided until you have basic reps