💻 AI-assisted vs AI-native development
Guy Powell (CTO of Brunelly) distinguishes between two approaches: AI-assisted focuses on developer productivity through local context, whereas AI-native rebuilds the entire software delivery lifecycle (SDLC)—from requirements to architecture. This helps avoid "architectural drift."
🌍 Transitioning to AI-based Software Development Life Cycle (SDLC) systems allows engineering teams to scale and maintain system integrity without bloating the headcount of senior engineers.
👤 Understanding the difference between "vibe coding" and spec-first development helps in making conscious tool choices and avoiding the creation of scalable technical debt.
Source 1: https://brunelly.com/articles/what-is-ai-native-development