Know how to work with APIs Hands-on experience with automation tools like N8N, Zapier, Make, or similar platforms Actively experimenting with AI models and tools Check AI news and communities daily Instinct to automate manual, repetitive tasks Comfortable learning quickly Builder's mindset Can think in systems Thrive in ambiguity and fast-paced environments Communicate clearly and explain technical concepts to non-technical teammates