Expired50% confidenceOpinionTime unknown
The main reason many beginners fail to successfully deliver complete projects is a lack of the correct process, not a matter of tool selection.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 9/30/2026(expired)
Sources
The Complete Vibe Coding Workflow: A Step-by-Step Guide for Non-Developers to Build and Ship Products Independently
bilibiliPM刘搞定
Related Claims
Unverified过度依赖框架而不理解其底层原理，是多数Agent项目缺乏工程含金量的根本原因之一75% similarUnverified有观点认为提示工程缺乏理论深度、没有新架构或训练算法，本质是使用技巧，不配得上顶级会议73% similarUnverifiedThe primary reason software projects fail is often not technical issues, but unclear requirements.73% similarUnverifiedResearch indicates that approximately 70% of independent developer projects fail not because of poor product quality, but because of a lack of effective distribution strategies.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/54978API
curl https://kongchang.com/api/v1/knowledge/claims/54978MCP
get_claim(id=54978)