Expired60% confidenceFactExact time
Beginners starting from scratch typically need 6 to 12 months of systematic study before they can independently complete a full software project.
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
VibeCoding Beginner's Guide: A Complete Guide to Building Software with Natural Language from Scratch
bilibili产品经理零基础入门6/20/2026
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