Dev notes 29.01.2026 #0001

Developing this project has been an incredibly exciting and motivating journey, and I’m deeply involved in every part of it—from concept to execution. By using Gemini, we are not just enhancing search functionality; we are building a faster, smarter, and more cost-effective search engine that truly elevates the user experience.

Being fully hands-on in this process allows me to shape the system with intention and precision. The integration of vector search brings a new level of intelligence, enabling the engine to understand meaning, context, and user intent rather than relying solely on keywords. This results in more relevant, accurate, and human-like search outcomes.

On top of that, the project is built on a Next.js platform, ensuring modern performance, scalability, and a smooth developer and user experience. Developing on Next.js allows for rapid iteration, optimized rendering, and a future-proof architecture that perfectly complements the power of Gemini and vector-based search.

This is more than just development work—it’s a true passion project. Being fully immersed in building, optimizing, and refining this solution makes the progress especially rewarding. The combination of Gemini, vector search, and a robust Next.js platform creates a powerful foundation for a search engine that is innovative, efficient, and ready for the future.

Planning Phase with aistudio.google.com.