A comprehensive, automation-first knowledge base for AI history, prompt engineering, local AI setup, and practical DevOps integration.
| Section | Description | Entry Point |
|---|---|---|
| 📚 Fundamentals | AI History, Evolution & Current State (2026) | docs/fundamentals/ |
| ⚙️ Chat Platforms | Setup Guides for ChatGPT, Qwen, Claude | docs/chat-platforms/ |
| 🎯 Prompt Engineering | Rules, Types, Templates & Testing | docs/prompt-engineering/ |
| 🤖 Automation | CLI, API & Orchestration Patterns | docs/automation-guide/ |
| 📦 Prompts Library | Executable Templates & Real Examples | prompts/ |
| 🔧 Automation Scripts | Local AI Setup, Assemblers, CI Helpers | automation/ |
| 🧪 Labs | Hands-on Projects with Validation | labs/ |
# Clone & Setup
git clone <repo-url> && cd ai-engineering-playbook
make automation-setup # Configure local AI environment
make prompts-validate # Test all prompt templates
make docs # Build documentation site
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Repository Structure
docs/: Human-readable knowledge base (Markdown).
prompts/: Machine-executable prompt assets (Jinja2/YAML templates + examples).
automation/: Scripts, tools, and integrations (Python/Bash).
labs/: Self-contained, testable project modules.
assets/: Diagrams, screenshots, and sample outputs.