Over the last decade, I have seen engineering organizations at every phase: early invention, rapid scale, and the messy middle where shortcuts begin to compound. I have built new products from zero and stepped into systems where accumulated tech debt was slowing momentum. Today, I lead engineering for an AI-native platform, where machine learning and […] The post AI-Native Engineering Leadership: The Six Forces Reshaping How We Build appeared first on CLARA .