Vibe coding — AI-assisted, intent-driven development coined by Andrej Karpathy — is accelerating every phase of the SDLC and reshaping what 'shift left' means in practice. While AI tools speed up first drafts and reduce mechanical workload, they also introduce hidden risks: code that looks correct but contains subtle bugs,
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