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YouTube

Vibe-Coding Your First LLM End-to-End Application

MLOps World: Machine Learning in Production via YouTube

Overview

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Learn to build your first end-to-end LLM application through this hands-on workshop that introduces "vibe-coding" - a development approach combining context engineering, RAG, and AI-assisted coding tools. Discover why context engineering represents the evolution beyond traditional prompt engineering and master the practical frameworks needed to create production-ready LLM applications. Explore the modern LLM developer stack including OpenAI, uv, Vercel, and React while gaining hands-on experience with AI code editors like Cursor and Claude CLI. Follow along with live coding demonstrations showing how to wrap LLMs with production frameworks, manage context dynamically, and deploy applications via Vercel. Master best practices for AI-assisted development and learn to build agentic RAG-optimized applications that can be shipped and shared in production environments. Understand the key principles of context engineering and how it accelerates modern development workflows for LLM applications.

Syllabus

Vibe Coding Your First LLM End-to-End Application | Greg Loughnane & Chris Alexiuk, AI Makerspace

Taught by

MLOps World: Machine Learning in Production

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