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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 AI development stack including OpenAI, uv, Vercel, and React while working with AI code editors like Cursor and Claude CLI to accelerate your development process. Follow along with live coding demonstrations that show how to wrap LLMs with production frameworks, manage context dynamically, and deploy applications via Vercel. Gain expertise in building agentic RAG-optimized applications and understand best practices for AI-assisted coding that will enhance your developer productivity. Master the essential tools and techniques for shipping and sharing LLM applications in production environments through practical, real-world examples and comprehensive coverage of the latest AI development methodologies.

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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