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Practical tutorials for building production-ready AI systems

Latest Videos

Claude + MCP Tutorial: GitHub Agent in One Hour

Claude + MCP Tutorial: GitHub Agent in One Hour

August 19, 2025

Learn how to build a GitHub agent using Claude and MCP (Model Context Protocol) in just one hour! This hands-on tutorial walks you through creating a powerful AI agent that can interact with GitHub repositories, manage issues, pull requests, and more.

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Build Production-Ready Voice Clones: Complete Tutorial & Code

Build Production-Ready Voice Clones: Complete Tutorial & Code

August 19, 2025

Learn how to build production-ready voice cloning systems with complete code walkthrough. This comprehensive tutorial covers the technical implementation, best practices, and considerations for deploying voice cloning technology in real-world applications.

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How to Choose LLM Features That Work Across All Providers

How to Choose LLM Features That Work Across All Providers

July 10, 2025

Learn how to build AI applications that aren't locked into a single LLM provider! In this video, we explore the critical differences between OpenAI and Anthropic implementations and why choosing the right features matters for provider flexibility.

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Building a Production-Ready AI Phone Agent: Complete Tutorial

Building a Production-Ready AI Phone Agent: Complete Tutorial

June 27, 2025

Learn how to build a production-ready AI phone agent that handles both inbound and outbound calls with Twilio and LiveKit! We'll walk through building a complete HVAC customer service system that can call customers, detect voicemails, schedule appointments, and handle callbacks.

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Langfuse Goes Fully Open Source: Self Hosting & LLM as a Judge Walkthrough

Langfuse Goes Fully Open Source: Self Hosting & LLM as a Judge Walkthrough

June 18, 2025

LangFuse just went FULLY open source! In this comprehensive walkthrough, we dive deep into their Launch Week 3 announcements and show you how to self-host Langfuse with their new Terraform modules, plus demo the complete evaluation workflow with LLM as a Judge.

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Production-Ready AI: Exploring Factor 3 - XML vs Markdown Prompt Formats

Production-Ready AI: Exploring Factor 3 - XML vs Markdown Prompt Formats

June 11, 2025

Discover why prompt formatting can make or break your AI system's performance! In this video, we explore Factor 3 of the 12 Factor Agents methodology: Own Your Context Window. We tested 5 different prompt formats across 3 major LLM providers to prove that format really matters.

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Building AI Agents That Can See and Hear: Complete LiveKit Tutorial

Building AI Agents That Can See and Hear: Complete LiveKit Tutorial

May 28, 2025

Learn how to build AI agents with vision and hearing capabilities using LiveKit! In this comprehensive tutorial, we show you how to create a multi-modal AI customer support agent that can see your screen, hear your voice, and provide intelligent assistance in real-time.

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Production-Ready AI: Exploring Factor 2 - Owning Your Prompts with CrewAI & Langfuse

Production-Ready AI: Exploring Factor 2 - Owning Your Prompts with CrewAI & Langfuse

May 17, 2025

Dive deep into Factor 2 of the 12 Factor Agents methodology: Own Your Prompts! In this video, we use Langfuse to reveal what's actually happening behind CrewAI's templating system.

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Production-Ready AI: Implementing Factor 1 of 12 Factor Agents

Production-Ready AI: Implementing Factor 1 of 12 Factor Agents

May 8, 2025

Discover how to build AI systems that work reliably in production, not just demos! In this video, we explore Factor One of the 12 Factor Agents methodology: Natural Language to Tool Calls.

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About Our Channel

Hi! We're Dan and Dave, the founders of App Vitals. On our YouTube channel, we share practical tutorials that teach developers how to build production-ready AI systems that actually work in the real world.

Our content focuses on the engineering challenges of moving AI from demos to production, covering topics like system architecture, prompt management, observability, and scaling considerations.

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