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AI eliminates low-leverage engineering work, not software engineering itself. Vibe coding without discipline creates "vibe debt" and technical debt 20 times faster. Senior engineers now focus on architecture, security, and AI oversight. Teams shrink: five people using AI-driven development can output what 15 produced three years ago.
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