// Hacker Noon · 21 January 2026

Why Specs Beat Vibes: The Next Step in AI-Native Engineering

Vibe coding hits a ceiling. Spec-driven development unlocks real AI-native productivity. Here’s why clarity-first engineering wins—and how to adopt it.

Hacker Noon

@hacker-noon · AI Native Dev

hackernoon.com

Hacker Noon@hacker-noon