I keep seeing three ways teams build software today. Steady progress ≈ Careful architecture. Testing. Discipline. Reckless speed ≈ Ship fast. Fix later. Vibe coding ≈ Ask AI. Copy. Deploy. But automation has a rule:
It amplifies whatever system it touches. Good

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