@Aroha Heitia It’s a mix of both. AI knowledge base is virtually endless, so you’re constantly learning while building with it. AI can handle most technical tasks, but if you already have experience in the field, you bring human intuition, real-world insight, and strategic direction that AI will certainly miss. That combination can create something extraordinary. One thing new users misunderstand is that AI lacks consistency. It can drift from the original vision over time, especially in large projects or when new chats are inevitably needed due to browser cache overload. That’s why structure matters. Having a proper file repository, documentation like a whitepaper and a project anchor, as well as a handoff system, where everything is frequently documented and can be referenced, helps keep AI aligned with the mission and project direction. I actually developed this handoff system myself, and once I put it into practice, my work with AI became vastly more accurate and productive. A lot of people initially fail with AI because they treat it like magic instead of a tool that still requires leadership and direction. Overall, AI combined with a skilled human is an incredibly powerful team.