[KongchangAI]
Unverified50% confidenceOpinionExact time

Only by treating AI as a co-pilot rather than autopilot can a new approach like Vibe Coding truly create value; AI accelerates the initial build, but responsibility for testing, security and delivering a usable product always rests with people.

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50%
Confidence
Long-term
Relevance
10/31/2026
First Seen

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