C.W.K. Boot Camp

"You don't cross domains. You realize they were never separate." — Wankyu Choi

Gamified, quest-style tutorials for developers.
Each quest is a self-contained, single-page adventure — dark-themed, achievement-driven, and designed to be conquered track by track.

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⚔️ 42 Quests
🗺️ 6 Realms + Boss
📚 200+ Tracks
Start Exploring ↓
👑 Final Boss
Pippa
Pippa Stack Quest
You trained across six realms. Here, they become one.
Build a full-stack AI application with four LLM brains, persistent memory, real-time streaming, and a soul. FastAPI · React · SQLite · Claude SDK · OAuth · SSE · ChromaDB — every quest was preparation for this.
🧠

AI Foundations

17 quests

How AI models work under the hood — architectures, training, evaluation, embeddings, and running models locally.

🧬
Transformer Quest
Understand the architecture that changed AI
🎯
Fine-Tune Quest
Customize AI models for your exact needs
📊
Eval Quest
Measure what matters in AI
🧭
Vector Quest
Master ChromaDB, embeddings, and semantic search
🤗
Hugging Face Quest
Navigate the AI developer's GitHub
🏠
Local AI Quest
Master Ollama and run LLMs on your own machine
🍎
MLX Quest
Native AI on Apple Silicon
🔥
PyTorch Quest
The framework the AI world runs on
🎨
Generative Media Foundations
How image and video AI actually works
🧠
Deep Learning Foundations
Neural networks from perceptrons through transformers
🎯
ML Foundations
Learn how models actually learn
📐
Linear Algebra for AI
The math that powers embeddings and attention
🧩
Beyond Attention
Mamba, RWKV, RetNet, Hyena & hybrids
🧭
Beyond the Transformer
Modern LLM architectures: dense, MoE, reasoning
🚀
TensorFlow Quest
From first tensor to production deployment
🔶
Keras Quest
High-level deep learning API for every backend
⚡
JAX Quest
Google's high-performance ML compiler
⚡

AI SDKs & Agents

5 quests

Integrate AI into real products — API clients, SDK patterns, tool-calling protocols, and autonomous agents.

🟣
Claude SDK Quest
From first API call to production agent (Anthropic)
🟢
GPT Wire Quest
From chat completions to custom agent adapters (OpenAI)
💎
Gemini Forge Quest
From API key to OAuth agent adapter (Google)
🔌
Protocol Quest
Master MCP and AI tool calling
🤖
Agent Quest
Build AI that acts, not just talks
🎨

Prompt Engineering

2 quests

The art and science of talking to AI — techniques, multi-model strategies, and systematic prompt design.

💬
Prompt Quest
The art and science of talking to AI
🎓
Prompt Academy
Master 7 AI models with gamified guides
💻

Command Line Mastery

5 quests

Own your terminal — shells, editors, text processing, AI-powered CLI tools, and media pipelines.

🖥️
Terminal Quest
Master the command line like a power user
🛠️
CLI Academy
Master AI coding tools (Claude Code, Codex CLI, Gemini CLI)
⌨️
Vim & Tmux Quest
The terminal power duo
🔍
RegEx Quest
Tame the pattern-matching beast
🎬
FFmpeg Quest
Command-line video wizardry
🔧

DevOps & Infrastructure

4 quests

Ship and operate software — version control, containers, CI/CD pipelines, and network operations.

📦
Git Quest
From first commit to time-travel mastery
🐳
Docker Quest
From container zero to production Compose
🔄
CI/CD Quest
Automate everything with GitHub Actions
🌐
NetOps Quest
Master SSH, networking, and multi-machine workflows
🐍

Programming & Web

8 quests

Languages, frameworks, data, and real-time communication — the building blocks of modern software.

🐍
Python Quest
From zero to Pythonic mastery
⚛️
Next.js Quest
Full-stack React from pages to production
📝
Markup Quest
Master Markdown, JSON, YAML, and TOML
🐘
PostgreSQL Quest
Master the database behind modern apps
🗄️
SQLite Quest
The most deployed database in the world
🔌
WebSocket Quest
Master real-time bidirectional communication
📦
PackageQuest
Gamified package manager tutorials for Mac
📊
Data Engineering Quest
Messy data to reliable pipelines with Pandas & NumPy