AI Deep Dive
AI Deep Dive is for readers who understand the basics and want to build more reliable systems. The nine-part path covers context engineering, files and RAG, custom assistants, image and video workflows, agents, automation, practical tool building, and a capstone AI stack. Use the Level 2 roadmap for the recommended sequence.
Use the roadmap for the recommended order, or choose a guide below for the problem you are solving now. Each article includes practical limits, verification steps, and links to authoritative sources where details may change.
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Step 8: Capstone — Build Your Personal AI Stack and Apply It Responsibly
Build a personal AI stack, choose a realistic income path, document your skills and plan your first 30 days with practical privacy and verification guidance.
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Step 7: Vibe Coding — Build Your First Real Tool Without a CS Degree
Learn how beginners can use AI-assisted coding to build, test and review a small personal tool safely, with practical limits for security, privacy and maintenance.
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Step 6: AI Agents & Automation — Delegate Whole Workflows, Safely
AI agents acts. The moment AI can click, send, buy, and delete on your behalf, “you sign the work” stops being a good habit.
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Step 5: AI Video & Voice — From Script to Screen Without a Studio
The people producing great AI video aren’t finding a magic prompt; they’re writing in shots, generating in pieces, and assembling like editors.
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Step 4: AI Image Generation — Prompt Like an Art Director
Welcome to the Creation Studio — Phase 2 of the AI Deep Dive. For three lessons you’ve bent text to your will: engineering context, grounding in your files,…
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Step 3: Build Your Own AI Assistant — Custom GPTs, Claude Projects & Gemini Gems (No Code)
A custom AI assistant is hiring them once — instructions and knowledge baked in — so they show up every day already knowing you…
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Step 2: Feed the Machine — Your Files, Your Data & RAG (No Code Required)
Learn how file uploads, knowledge bases, and RAG help beginners ground AI answers in their own documents—without code.
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Step 1: Advanced Prompting & Context Engineering — From Formulas to Systems
A great prompt is a sentence. A prompt system is a machine. Level 1 taught you to brief the AI beautifully once
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The AI Deep Dive Curriculum Roadmap: From AI User to AI Builder (Level 2)
Follow the AI Deep Dive roadmap from AI user to builder: learn prompting, RAG, custom assistants, image, video, automation, vibe coding, and ethical income ideas.
Not sure where to begin? Compare the AI Essentials, AI Deep Dive, and Expert Workflows learning paths.