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Vibe Coding RAG with our MCP server

| Qdrant | Default

Another month means another webinar! This time Kacper Ɓukawski put some of the popular AI coding agents to the test. There is a lot of excitement around tools such as Cursor, GitHub Copilot, Aider and Claude Code, so we wanted to see how they perform in implementing something more complex than a simple frontend application. Wouldn’t it be awesome if LLMs could code Retrieval Augmented Generation on their own?

Vibe coding

Vibe coding is a development approach introduced by Andrej Karpathy where developers surrender to intuition rather than control. It leverages AI coding assistants for implementation while developers focus on outcomes. Through voice interfaces and complete trust in AI suggestions, the process prioritizes results over code comprehension.