// Hacker Noon · 7 January 2026

System Design in the Age of AI: What Still Requires Human Judgment

AI is a powerful accelerator for writing code and optimizing queries, but it lacks the contextual understanding to make high-stakes architectural trade-offs. Recent research shows that even advanced agents require human-designed "guardrails" and rule engines to function reliably in production. The f...

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