Ai Native - Tag - Lorenzo's Bloghttps://www.k8s.it/tags/ai-native/Ai Native - Tag - Lorenzo's BlogHugo -- gohugo.ioenFri, 09 Oct 2026 00:00:00 +0000AI Makes Developers Faster. Does It Make the Team Faster?https://www.k8s.it/posts/ai-makes-developers-faster-does-it-make-the-team-faster/Fri, 09 Oct 2026 00:00:00 +0000Lorenzo Girardihttps://www.k8s.it/posts/ai-makes-developers-faster-does-it-make-the-team-faster/

Table of Contents

  • AI-First and AI-Native
  • Aurora: a Real AI-First Showback
  • The Security Review as a Usage Strategy
  • The Team’s Own Account
  • Where the Speed Goes
  • What AI-Native Looks Like
  • The Sameness Risk
  • How You Would Know
  • Conclusion
  • Reflections

Here we are. Everybody wants to measure how much faster AI makes developers, and it’s fair: an agent writes code faster, that’s indisputable. The number lands on a slide, next to a dollar figure and a session count, and everyone nods. Nobody asks what it’s divided by, or what happens to the code after it’s written.

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