// Hacker Noon · 30 April 2026

Git Was for Code. AI-Native Systems Need a Proof Layer.

AI is no longer just assisting software teams, it is participating in the engineering lifecycle itself. That creates a new architectural gap: we can ship faster, but we still struggle to prove what happened, why it happened, who approved it, and what outcome it produced. This article argues that AI-...

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