... Last summer, the idea for my SaaS, Xolora, started to take shape. Around the same time, the concept of vibe coding was blowing up. As a non-technical founder, it sounded like a dream come true. No coding experience? No problem, just let AI handle it. The beginning was incredibly promising. Using Emergent made me feel unstoppable. I was seeing my idea come to life. But then, reality hit. The moment the architecture required deeper complexity the magic completely faded ... ... powerful assistant, but it doesn t replace structural software engineering when you're building a scalable product. Instead of giving up, I decided to pivot my approach. I teamed up with a professional developer. Now, we are rebuilding Xolora

... intent engagement that never reaches the checkout page. The problem is that most tools to fix this are built for enterprise agencies with massive budgets and jargon-heavy dashboards. So, I decided to bring my own solution to life. Xolora is a simplified audit tool designed for solopreneurs and small business owners who don't have time to become data scientists. What Xolora

... have. That s when a thought arose in my head. A thought about bridging that gap. The thought of building a marketing tool specifically for solopreneurs and small business owners. And that s exactly how the idea of Xolora was born. My mission is to make professional marketing accessible and understandable for everyone. Xolora

... make analysis reliable. That led me to create a language for it. But the deeper discovery was this: the method I used to build all of this could itself be structured, repeated, and eventually automated. That became XOX. APE is one proof that it works. If you're curious, you can find more about Quynah at quynah.com . Comment from David van Aelst(@david_van_aelst): @rianbrob  Appreciate that, Rian. The interesting part for me wasn t building ... ... realizing the method itself could be structured and repeated. That s where XOX