Learning Paths

Follow the AI Maturity Framework from L0 to L4. Each path builds on the last.

Asker → Answerer

You type a question, get an answer. No memory, no context, no continuity. Like asking a stranger for directions.

1.10 AI Video and Image Tools That Actually Work in 2024 2.The Five Stages of AI Grief: Why 95% of Developers Are Still in Deniallevel-up 3.The Secret Prompting Technique OpenAI Engineers Use (But Don't Tell You About)level-up 4.The AI Revolution That Happened This Week While You Weren't Looking 5.DeepSeek's OCR 2.0 Learns to Read Documents Like Humans Do 6.Google's Official AI Image Prompting Cheat Sheet: 5 Techniques That Actually Work 7.The Google Gemini Infographic Hack That's Breaking LinkedIn Right Now 8.The Nano Banana Pro Prompt Library: 200+ Ready-to-Use AI Prompts for Character Creation and Image Generation 9.The Simple Gemini Prompt That Generates 9 Custom Icons at Once 10.Build Your First Custom GPT, Claude Project, or Gemini Gemlevel-up 11.What Is Prompt Engineering and Why Should You Care?level-up

Give up: Anonymity·Invest: Time to teach who you are

Instructor → Assistant

You give background, preferences, constraints. AI adapts to your situation with persistent memory and tailored responses.

18 tutorials8 level-up

1.Claude Just Got a Workplace Makeover: Interactive Apps That Actually Worklevel-up 2.Master the Art of 'Bubble Surfing' — The Only AI Skill That Actually Lasts 3.How Anthropic's MCP Apps Turned Claude Into Your Ultimate Workflow Assistantlevel-up 4.Stop Using AI to Find Answers. Start Using It to Find Better Questionslevel-up 5.Turn Any Recording Into a Custom Automation System With Geminilevel-up 6.The Meta-Prompt That Fixes Your Terrible AI Instructionslevel-up 7.Claude 3.5 Sonnet vs Excel Copilot: The 1000x Speed Battle That's Reshaping Financial Analysis 8.The Only 3 AI Announcements You Need to Know From January 2026 9.Claude Just Became Your All-in-One Design Studio 10.Google's CodeWiki Turns GitHub Repos Into Living Documentation That Actually Works 11.The Real Way to Deploy AI Assistants: Why Your VPS is Under Attack in 12 Seconds 12.Turn Google NotebookLM Into a PowerPoint Design Machine 13.How to Build Your First Custom AI Assistant: GPT, Claude, or Gemini in 2025 14.The Triple Stack: How Gemini + Canvas + NotebookLM Creates AI Knowledge Systems That Actually Scalelevel-up 15.The Custom GPT Secret That Turns Any Image Into Perfect JSON Prompts 16.Stop Using AI Like a Search Engine: The Sparring Partner Strategy That Makes You 10x Sharperlevel-up 17.I Tested Every Vibe Coding Tool — Here's Which One to Start Withlevel-up 18.Custom GPTs and AI Memory: Stop Repeating Yourself

Give up: Doing·Invest: Clarity on what you want built

Designer → Builder

You describe what you want, AI builds it. Working apps, landing pages, prototypes — in minutes. This is "vibe coding."

9 tutorials2 level-up

1.Google's Opal Just Changed No-Code AI Automation Forever 2.Google's Mixboard AI Turns Text into Professional Designs in Seconds 3.Why Every Vibe-Coded App Looks Like a Purple Gradient Nightmare (And How to Fix It)4.Claude's Visual Interface Revolution: Design and Collaborate Without Ever Opening a Tab 5.AI Coding Tools Battle Royale: Which One Actually Makes You Ship Faster?6.Google Gemini Just Killed Manual Workflow Building 7.Claude Code Best Practices: From Vibe Coder to Agentic Engineerlevel-up 8.The Technical Cliff: Getting From L2 to L3level-up 9.Vibe Coding: Build Real Apps Without Writing Code

Give up: Directing·Invest: Willingness to let go

Supervisor → Agent

AI works autonomously — reads your codebase, makes decisions, ships code. You review outcomes, not keystrokes. Define "done," the agent figures out how.

66 tutorials3 level-up

1.Master Claude Code: 7 Slash Commands That Transform Your Development Workflow 2.Claude Code Finally Got Real Memory: How Claude Mem Transforms Your AI Coding Assistant 3.Anthropic's Three Power Moves: How Claude Is Eating the Developer Stack 4.OpenCLI Transforms Any Website Into a Claude-Controlled Command Line Interface 5.The 10 Memory Patterns Every AI Agent Builder Gets Wrong 6.Why LSP Tools Is the Missing Piece in Claude Code's Development Stack 7.Claude Code Just Shipped 4 Game-Changing Features That Redefine AI Development 8.Remote Control for AI Coding: Why Running Local Beats the Cloud 9.How an Anthropic Staff Engineer Built an AI That Codes Like a Senior Developer 10.The Three Claude Code Skills That Actually Move the Needle 11.The 6 Levels of Claude Code Mastery: From Basic Prompting to Multi-Agent Management 12.Claude Code's Three New Features That Just Made Half of SaaS Obsolete 13.The 10 Claude Code Plugins Every Developer Should Master in 2026 14.Why Your AI Agents Skip Steps (And How to Build Ones That Don't)15.How Karpathy's AutoResearch Turns Your GPU Into an AI Research Lab While You Sleep 16.Building Persistent Memory for Claude with Obsidian: Beyond the Session Reset 17.Claude Skills and Subagents: Escaping the Prompt Engineering Hamster Wheel 18.Agent Memory Wars: Two Revolutionary Approaches to Context Management 19.Visual Explainer: The Agent Skill That Makes Terminal Output Actually Shareable 20.5 Essential GitHub Repos That Will Transform Your Claude Code Projects 21.How AI Agents Can Generate Videos: Building the Remotion + Claude Pipeline 22.Why CLI Anything Is Killing MCPs and Revolutionizing Cloud Development 23.Claude's Playground Feature Turns AI Coding Into Real-Time Collaboration 24.Claude's Hidden Power Features: The Advanced Commands You're Not Using Yet 25.The Multi-AI Strategy That Actually Works: Why I Use Claude + GPT Together 26.How Claude Code Transforms Your Development Workflow: From Bug Fixes to Refactoring 27.How Claude Became My Senior Developer: The Art of AI Code Verification 28.Claude Skills Just Turned Your AI Chatbot Into a Business Powerhouse 29.Claude Agent SDK Transforms Xcode: Autonomous AI Coding Arrives in Apple's IDE 30.The Context Window Revolution: Why You're Using Claude Sub-Agents Wrong 31.Turn Claude Into Your Personal Gaming Console: Custom Sound Effects for Every AI Interaction 32.Claude Opus 4.6: The AI Model That Finally Gets Long-Running Autonomous Work Done 33.Claude Code for Non-Coders: The File Management AI That Actually Does Worklevel-up 34.The Four-File Framework That Transforms Chaotic AI Coding Into Professional Project Management 35.Four Game-Changing Ways to Use Claude's Background Agents for Parallel Development 36.Why Your Claude Code Projects Feel Like 'Slop' — And How to Fix It 37.Don't Waste Your Back Pressure: The Missing Link in AI Agent Engineering 38.How NotebookLM Becomes Claude's Long-Term Memory Through MCP Servers 39.Five Claude.md Hacks That Turn Anyone Into a Web Developer 40.When Code Becomes Free: What OpenAI's Zero-Manual-Code Experiment Reveals About Engineering's Future 41.From Figma to Code in Minutes: How MCP Servers Are Killing Screenshot-Driven Development 42.Why Claude Code's Secret Weapon Is Extreme Customizability 43.Building a Power User Status Line for Claude Code with the PI System 44.Beyond APIs: How MCP Transforms Claude Code Into Your Universal AI Assistant 45.Building Custom AI Workspaces: How Plugin Marketplaces Transform Claude Code Into a Domain-Specific Development Platform 46.How to Break Through Claude's Walls: The Multi-AI Strategy That Pros Don't Share 47.Three Game-Changing Frameworks to Eliminate Claude Code's Context Rot 48.Teaching Claude to Debug Its Own Code: The Self-Correcting AI Developer 49.Claude's /insights Command: Your Personal AI Development Report Card 50.Building Ralph Wiggum: The Power Tools That Make Coding Agents Actually Work 51.Claude's Playground Skill Just Changed Visual Programming Forever 52.How to Transform Claude into an Army of Digital Employees with Custom Skills 53.Inside the Agent Skills Directory: How L3 Developers Build Reusable AI Capabilities 54.Claude Code Templates: The Missing Arsenal for AI-Powered Development 55.Claude's Hidden Async Commands: The Power User Features You've Been Missing 56.Building Multi-Layered AI Agents: The Claude Code Extension Ecosystem 57.Beyond the Terminal: Claude Code Desktop Makes AI Coding Feel Native 58.Building Specialized AI Subagents That Actually Work 59.Building Custom Claude Code Plugins: From Skills to MCP Servers 60.Stop Asking Claude to Format Code: Build Hooks That Do It Automatically 61.Skip the Terminal: Set Up Claude Code in 5 Minutes with This Visual Toollevel-up 62.Claude's Slash Commands and Skills Just Got the Merge They Desperately Needed 63.The Four Agent Types That Scale: Why Your AI Needs to Work Without You 64.Claude Custom Commands That Actually Save Time: Moving Beyond Basic Slash Commands 65.The Gate: Security, Reliability, and Systems Thinkinglevel-up 66.Claude Code and the Agentic Engineering Loop

Give up: Supervising·Invest: Ability to decompose & design

Architect → Organization

Multiple AI agents coordinated as an organization. You design workflows, quality gates, and feedback loops. The org chart includes AI.

14 tutorials

1.Why Your AI Agents Fail After 30 Minutes (And How Anthropic's 3-Agent Fix Changes Everything)2.Beyond the Hype: How Perplexity's Multi-Agent Orchestra Actually Works 3.Building Multi-Agent AI Systems: Orchestration Patterns That Actually Work 4.Why Agent Swarms Keep Failing (And What Cutting-Edge Teams Do Instead)5.Beyond ChatGPT: How Multiplayer AI Is Breaking the Fourth Wall of Human-Machine Collaboration 6.Claude's Agent Teams Are About To Change How You Build Software 7.Meta-Architects: Why the AI Future Belongs to System Replacers, Not Optimizers 8.Why LLMs Are Surprisingly Dumb About Memory (And How State Systems Could Change Everything)9.The Great AI Shift: Why Model Orchestration Beats Model Selection in the Sonnet 5.0 Era 10.WebMCP Changes Everything: Why Google's New Protocol Makes AI Agents More Important Than Human Visitors 11.Building Your Personal AI Infrastructure: A Deep Dive Into PAI v2.0 12.Google's Reality Play: While Anthropic Chases Enterprise, Gemini Builds Virtual Worlds 13.The Software Engineer's New Reality: Why 2026 Demands a Complete Mental Rewiring 14.Multi-Agent Orchestration: Your AI Organization

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