YouTube Tutorials

Code and examples from my YouTube channel tutorials.

Tutorials

Each tutorial uses the same public shape:

• README.md - what the tutorial is and where to start.
• LESSON.md - the main teaching document.
• code/ - runnable code, sample apps, fixtures, or setup files.
• resources/ - prompts, slides, configs, references, images, and other loose assets.

31 published tutorials:

• 6 Types of RAG, Clearly Explained
• Agent Goals and Loops Explained Simply
• Claude Code Agent Teams
• AI Agent Memory Explained Simply
• How I Review AI-Generated Code
• AI Git Workflow
• My Autonomous AI Coding Workflow
• Background Agent Workers: A Pull-Based Architecture
• Codex Scheduled Tasks: Bug Scan and Bug Fix
• OpenAI Codex For Developers
• 7 Codex Skills I Use As An AI Engineer
• Deploy AI Systems on Google Cloud With OpenAI Codex
• Docker Sandboxes for Developers
• GitHub AI Workflow
• Herdr: The Agent Multiplexer AI Developers Need
• How I'd Learn Software Engineering (When AI Writes the Code)
• Intent-Based Query Routing for RAG
• Linear as Your Agent's Control Plane
• Loop Engineering: A Practical Example
• Give Your AI Agents a Database (Airtable MCP)
• Micro Agents Demo
• Micro Neo
• Multica Turns Claude Code Into a Remote Teammate
• Nano Agent
• Nested subagents in Claude Code: one agent, one concern
• Harness Engineering: Building a Custom Pi Agent Workflow
• Pi Coding Agent (Full Course)
• PostgreSQL for RAG
• Spec-Driven Development
• Stop Vibe Coding: A Practical AI Development Workflow
• How I Test AI-Generated Code

Tutorial Standard

Use tutorials/TUTORIAL-STANDARD.md when turning video material into consistent public lessons and code samples.

Use tutorials/_templates for reusable lesson and slide templates.

Create a new tutorial with:

just new-tutorial my-topic "My Tutorial Title"

Run repository checks with:

just check

This runs the structural audits and the complete credential-free tutorial verification matrix. See tutorial verification for the classifications, commands, and tool requirements.

The root tutorial list is generated from tutorials/catalog.json. After changing catalog metadata, update the list with:

just update-tutorial-catalog

About

These tutorials explain practical AI engineering patterns. Some include runnable projects. Others contain focused snippets, templates, or infrastructure examples. The verification matrix states what each check proves.

License

This repository is licensed under the MIT License.

Go Deeper

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