Why Upgrade

Right now, most people are using AI the same way they were in 2023.

Open a chatbot. Paste something in. Copy the output. Move it to another app. Repeat. All day.

You’re the middleman between browser tabs. And while that felt impressive two years ago, the frontier has moved. People are building AI agents that handle entire workflows. They’re connecting Claude directly to their email, calendar, docs, and databases. They’re building systems that run while they sleep.

The gap between “using AI” and “building with AI” is growing every week. And most people don’t even realize they’re falling behind.

I know because I spend my weeks exploring what’s actually possible with the latest models, testing what works, throwing out what doesn’t, and documenting everything. Not theory. Real systems I use every day.

That’s what AI Maker Lab is. The trail I’ve already blazed, so you don’t have to start from scratch.

What I’ve learned from a year of growing my newsletter

After publishing 100+ deep dives, here’s the pattern I keep seeing:

The free newsletter shows you what’s possible. You read about my AI agent that reads newsletters for me, or how Claude manages my entire Google Workspace. You get the vision. You get excited.

Then comes the gap.

The actual implementation. The MCP configurations. The JSON files. The debugging when permissions fail. The prompt architectures that took me dozens of iterations to get right. The thinking process behind why I structured things this way instead of that way.

That’s the stuff that doesn’t fit in a weekly email. And honestly, that’s where the real transformation happens. Not in understanding that something is possible, but in having everything you need to actually build it yourself.

This isn’t about saving time. It’s about unlocking capabilities.

I used to frame this as “save 20 hours of trial and error.” And sure, the blueprints do save you time.

But that’s not actually what matters.

What matters is that after you build your first agentic system, you start seeing possibilities everywhere. You stop thinking “how can AI help me do this faster?” and start thinking “what can I do now that I couldn’t do before?”

That shift changes everything. And it’s the thing I hear most from paid members. Not “I saved time.” But “I didn’t know I could do that.”

When I walk you through a blueprint, you’re not just getting a system to copy. You’re learning how to think in systems:

1. How to spot which parts of your work can run autonomously

2. How to break messy cognitive work into steps AI can handle

3. How to build systems that learn and improve over time

4. How to debug when things break (they will)

5. How to think like a builder without writing code

The blueprint gets you started. The thinking behind it changes how you work from here on out.

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What you get inside AI Maker Lab

🧠 Prompt Mastery

If your AI still spits out generic answers, the problem isn't the model—it's the prompt architecture. This lesson shows you how to fix context collapse, align outputs with your goals, and consistently turn ambiguity into action.

1. The Ultimate Guide to Turn Claude Into Your Brain’s Most Valuable Co-Worker

2. The 10-Step Prompt Structure Guide to Turn Your AI Into a Context-Aware Intelligence System

📜 Thinking Prompt Vault

Access 90+ proven prompts that transform how you approach problems and make decisions with AI—organized by use case, complexity level, and tool type.

🔗 Claude Cowork & MCP Workflow Guides

Complete setup guides for Claude's Model Context Protocol with real-world implementations. Watch Claude directly manage your Notion databases, Gmail, project trackers, and more—with full JSON configurations and troubleshooting guides.

1. How I Used AI System to Turn One Newsletter Into 10+ Social-Ready Pieces Without Losing My Voice

2. 5 Things I Do For Work Now That Claude/ChatGPT Has FULL Access to My Email, Calendar, and Drive

3. How I Connected NotebookLM to Claude and Changed How I Do Research Forever

4. The Ultimate Guide to Building Your Agentic AI Workflow With Claude Cowork

5. Claude + Nano Banana 2: How I Changed My Creative Workflow Overnight

6. How I Run A Full-Blown AI Research Operation on My Phone (Powered by Claude Cowork)

💻 Claude Code Workflow Guide

1. My exact Claude Code setups for non-coding projects (writing, research, marketing), automation, and app building—with full walkthroughs.

2. The Complete Guide to Build Your Personal AI Operating System With Claude Code

3. How I Turned Tiago Forte’s PARA Method Into an AI-Powered Productivity OS With Claude Code + Obsidian

4. How Google Workspace CLI Made My Claude Code Setup 10x More Powerful

5. How I Built a Skill That Makes All My Other Skills Better (Using Karpathy’s Autoresearch)

6. From Blank Folder to Working System: How to Set Up Any Project in Claude Code

7. How I Took Karpathy’s LLM Wiki and Built an AI-Powered Second Brain in Obsidian

🎥 Video Tutorial and Walkthrough

Deep-dive videos on how to use complex AI features to show you how I use them, debug problems, and manage the complexity of these features.

1. Claude Skills Deep Dive: Why Your First Skill Will Break (And How to Fix It)

2. How to Set Up Claude MCP Without Getting Lost in JSON Hell (Step by Step Tutorial)

3. How I Run My Entire Newsletter Inside Claude Code

4. How Anfernee Runs His Entire Business Inside Notion AI

🤖 AI Automation Blueprints - Make.com

Ready-to-deploy agents for research, content creation, and workflow automation. These agents work autonomously to populate your knowledge bases, generate content variations, and handle routine cognitive tasks.

1. How I Built AI Agent That Reads ANY Newsletters For Me Every Week (And Sends Perfect Summaries to My Inbox)

2. I Built an AI Agent That Reads Podcasts (And Tells Me Which Ones Are Actually Worth My Time)

3. How I Automated My Substack Reading List So I Never Miss Important Posts (And How to Track Anything via RSS)

4. I Built an AI Meeting Assistant That Turns Transcripts Into Notion Action Items Automatically

5. Building AI Second Brain: How I Turn Voice Memos Into Substack Notes and Business Ideas

6. How I Finally Solved the Content Repurposing Problem With AI Automation

7. How I Built an AI Agent That Scours the Internet for News I Actually Care About

8. I Built an AI Agent That Actually Manages My Email, Calendar, and Tasks

9. Email Triage AI Agent: How I Automated Inbox Zero Without Losing Control

🥷 Claude Skills

Ready-to-download Claude Skills. Download the ZIP file, upload to your Claude account, and deploy it instantly (will be added regularly):

1. AI News Daily Digest

2. Newsletter Repurpose to Socials

3. SEO Content Optimizer

4. Substack Notes Generator

5. Business Ideas Generator

6. Newsletter Briefs Generator

7. Strategic Decision Framework

8. LinkedIn Carousel Builder

9. 1-1-1 Business Differentiation Builder

10. Research to Presentation Deck via NotebookLM

💎 Hidden Gem AI Tools

1. How to Build Custom AI Tools in Minutes: My Google Opal Workflow Full Guide

2. I Built My Own AI Creative Engine (Here’s How You Can Too)

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Don’t just take my word for it

See what premium members are saying about AI Maker Labs:

Some happy members!

These are people who stopped chasing AI news and started building AI systems that compound in their work.

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Choose your access level

🟢 Free Member

• Strategic AI frameworks and insights delivered weekly

• Access to select free resources and tool guides

• High-level concepts that help you think better about AI integration

🟡 Premium Member - $15/month (or $10/month annually)

Everything in Free, plus:

🛠️ The full build system

• Weekly implementation blueprints every month with exact prompts, configs, and walkthroughs

• Video walkthroughs showing real workflows, not polished demos

• Expert conversations turned into exclusive AI blueprints

• Monthly live Q&A sessions (members-only)

• Raw experiments and honest assessments of what’s hype vs. what actually works

• Behind-the-scenes failures that taught me something important

📚 The resource library

• 90+ thinking prompts organized by real use cases

• 25+ deep dives on building AI systems and automation to improve your productivity

• 10+ downloadable Claude Skills ready to deploy

• MCP workflow guides with full JSON configurations

• Claude Code and Cursor workflow templates

• Notion templates, setup guides, and automation blueprints

🎯 Direct access to me

• Reply to any premium post and I’ll help adapt systems to your situation

• Get implementation questions answered and troubleshoot roadblocks

• Priority on Q&A and content requests

👥 Fellow experimenters community

• Connect with AI practitioners who actually build systems, not just read about them

• Share wins, troubleshoot problems, discover what's possible together

⚡ Early access advantage

• First access to new experiments, integrations, and discoveries

• Discounts on future digital products

🟠 Founding Member - $360/year

Everything in Premium, plus:

• One-hour 1-on-1 strategy call every month

• First dibs on beta features and new resources

• Priority feedback and direct input on the AI Maker roadmap

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You’ll thrive here if you…

• Are tired of jumping between AI tools and learning nothing deeply

• Want to go from “using AI” to “building with AI”

• Prefer complete implementation guides over more theory

• Want to work like you’re already in the future, not catch up later

• Are ready to invest setup time now for systems that compound over time

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Is this for you?

✅ Perfect fit: You understand AI basics but want to go deeper. You want the exact systems, prompts, and blueprints that actually work. You’re ready to build, not just read.

❌ Not a fit: You're happy with surface-level AI tips or prefer figuring everything out from scratch without help and support.

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Still have questions?

"What makes this different from your free content?"

Free content gives you strategic frameworks and concepts. Premium opens my actual laboratory—complete with JSON configurations, automation blueprints, exact prompt architectures, and the boring setup work that makes advanced systems actually work.

"How technical is the implementation?"

Everything is designed for knowledge workers, not developers. If you can follow step-by-step guides and copy configuration files, you can build these systems. I handle the technical complexity; you handle the implementation.

"Will the price increase?"

It already has. It went from $10/month to $15/month as of April 19. For the full story and new pricing, see One Year of AI Maker: What Happened and What’s Next.

"What if the systems don't work for my workflow?"

Every implementation includes with guidance for different use cases. Plus, premium members get direct support to customize systems for their specific needs.

"Will you keep posting free content?"

Absolutely. Free content introduces concepts. Premium is for people ready to actually build and go deep.

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The frontier is moving fast

A year ago, “using AI well” meant writing better prompts. Today it means building agentic systems connected to your entire workflow.

Six months from now, the gap between people who build with AI and people who just chat with AI will be massive.

I’m already out there exploring what’s next. Every week I test, build, break things, and document what actually works. AI Maker Lab is the path I’ve cleared.

The question is whether you want to find your own way through, or follow a trail that’s already been mapped.

Cancel anytime. No hard feelings.

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P.S. Not sure to upgrade? Just DM on Substack directly. I read every one and I’ll help you figure it out.