AI Tooling Curriculum
77 modules synthesized from YouTube transcripts. Each lesson draws directly from the source videos.
AI Business Automation Systems
claude, code, n8n
Module 2AI Agent Automation
gemini, agents, build
Module 3AI Video Generation
claude, code, nano
Module 4Supabase Overview
supabase, database, superbase
Module 5Gemini RAG File Search
rag, agents, gemini
Module 6AI Systems Development
claude, coding, anthropic
Module 7AI Model Comparisons
opus, claude, gets
Module 8N8n Workflow Automation
n8n, claude, code
Module 9Advanced Retrieval-Augmented Generation
rag, pipeline, nobody
Module 10n8n AI Automation
n8n, mcp, built
Module 11AI-Powered Content Automation
claude, code, content
Module 12Claude Code Plugin Usage
claude, code, plugin
Module 13Claude Code Updates
claude, code, update
Module 14AI Security Vulnerabilities
docker, prompt, injection
Module 15AI Agent Development
claude, code, build
Module 16System Failure Response
server, down
Module 17Clawdbot App Creation
clawdbot, built, app
Module 18AI-Assisted Coding
coding, hours, aicoding
Module 19Multi-Agent Coding Teams
claude, agent, coding
Module 20Claude Code Mastery
claude, code, memory
Module 21AI-Powered Vulnerability Discovery
found, claude, vulnerabilities
Module 22Optimizing Claude Code Workflow
code, claude, claudecode
Module 23AI Performance vs Reality
gpt-5.3, speed, cost
Module 24Prompt Engineering for Claude
better, claude, code
Module 25Claude Code Skills
claude, skills, actually
Module 26Edge Case Handling
edge, case, trick
Module 27Modern Local Development
local, dev, setup
Module 28Difference Between MCP and WebMCP
mcp, webmcp, they
Module 29RAG Implementation Challenges
rag, problem, shorts
Module 30Claude Code Context
claude, code, context
Module 31Code Standards Enforcement
top, engineers, enforce
Module 32Browser-Native Linux Agents
browser-native, linux, engineering
Module 33AI Coding with Claude
claude, code, coding
Module 34Claude Skills Optimization
claude, skills, claude.md
Module 35AI Customer Support Variance
same, completely, different
Module 36AI and Human Collaboration
advancement, actually, needs
Module 37AI-Powered Software Development
entire, coding, programming
Module 38Claude Code Automations
claude, code, feature
Module 39Managing AI Coworker Features
anthropic, buried, feature
Module 40Form Automation Testing Fixes
method, fixed, form
Module 41AI-Powered Bug Detection
see, detects, every
Module 42Claude Code Automation
claude, code, taught
Module 43AI Design Tools
design, claude, dropped
Module 44AI Model Limitations
claude, opus, models
Module 45AI Design with HTML
markdown, html, design
Module 46AI Optimization Tricks
trick, markdown, saving
Module 47Blind Evaluation Comparison
blind, evaluation, settles
Module 48Easy AI Deployment
run, advanced, without
Module 49Directed Acyclic Graphs
programming, edge, breaks
Module 50Code Safety Hooks
prevents, every, developer
Module 51Parallel Search Session Optimization
parallel, searches, actually
Module 52AI and Human Fear
shorts, people, fear
Module 53Natural Language Processing
machines, actually, read
Module 54AI Coding Assistant Setup
tool, makes, installation
Module 55Word Embeddings in AI
discovers, cat, dog
Module 56API Secret Security
security, exposed, million
Module 57Voice AI Coding Tools
code, claude, nvidia
Module 58CUDA Installation Guide
installing, cuda, right
Module 59Supply Chain Malware Attacks
attack, malware, supply
Module 60Claude Code Virtual Pets
claude, code, gave
Module 61Local AI Model Access
gemma, don, panic
Module 62AI Company Subsidy Errors
anthropic, subsidized, monthly
Module 63AI Ethics and Safety
anthropic, claude, sneaks
Module 64Decompiling Neural Networks
pytorch, compilers, run
Module 65Cyber Defense AI Comparison
cyber, anthropic, mythos
Module 66Claude AI Updates
claude, ultrareview, catches
Module 67Securing API Keys
api, keys, embedded
Module 68Claude Code Engineering Lessons
engineer, who, built
Module 69Model Context Protocol Security
anthropic, mcp, security
Module 70Design System AI Compliance
design, system, part
Module 71GPT-Image-2 vs Midjourney
gpt-image-2, launched, midjourney
Module 72Google Omni Leak Analysis
google, omni, leak
Module 73HyperFrames & AI Video Editing
hyperframes, remotion, without
Module 74Speculative Decoding for Gemma 4
gemma, speed, hack
Module 75Claude Running Ollama Models
claude, runs, ollama
Module 76AI Code Tooling Evolution
claude, opus, code
Module 77History of Artificial Intelligence
years, artificial, intelligence