A rolling day in the life of a CEO/CTO of 333travel and a passionate UI/UX tech lover. And everything else I write about.
About meThe technical deep-dive into how we built Joy: a RAG pipeline with vector search and reranking, a memory system that took four iterations, and the UI/UX decisions that make a 25-second response feel more instant.
We built a full AI travel interface from scratch, not to say we do AI, but to test whether a conversation can actually be a meaningful channel for personalized travel. This is what it took, why a plugin will never get you there, and why most AI chatbots are just expensive search bars.
I built a "production" app using Vibecoding. 97,089 lines generated. Only 25,056 made it to production. Four complete refactors. The AI didn't fail because of bad prompts. It failed because AI forgets, loses context, and creates duplicate logic no matter how well you guide it.
This article explores why AI should be treated as a tool, not a strategy; why hallucinations are mathematically inevitable in current generative models; and why true progress starts with solid architecture, ownership, and clear thinking and not with chasing hype.
I call this the autonomous web: a world where AI assistants don’t just retrieve information but act as independent digital consumers serving their Humans. And businesses that fail to prepare for this shift are at risk of becoming invisible in this generation of digital commerce.
The world is changing rapidly. With the rise of AI models like ChatGPT, ClaudeAI, and Gemini, access to data and insights is easier than ever. Companies with no expertise in travel try to enter the market by leveraging other people's content with these technologies. But what sets 333travel apart?
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