10x your Output Roadmap

The goal of this roadmap is for two primary outcomes: build faster and output more.
You'll learn how to build software faster.
First, the building will be slow. You'll learn the fundamentals.
Once you do, you'll use AI to accelerate. And accelerate huge.
Diving into AI without fundamentals is what anyone can do. It's how we get all that purple-gradient slop on one-shot AI-generated websites. Can they look cool? Sure. But those people might as well be copying and pasting a template.
That's not you.
You're not here to 10x just your code output. You're here to 10x your job, your side project, your meal plans, travel routes, investing ideas, content, your obsession. Whatever you're building.
Code is leverage because it creates automations. Automations give you time. The right automations give you time and money. Either way, unlocking time is how you unlock freedom.
This roadmap is laid out so you can go step-by-step and learn everything you need to know about building software with or without AI. Or, you can pick your own adventure and watch as you see fit, knowing that any material you don't understand is covered somewhere in here or AI can help fill in the gaps.
Roadmap kicks off early 2026.
Pre order now.

Learn the Code

Coming Soon
From zero to functional
Outcome:
A working desktop app you built yourself
Beginner
Python for the AI Era
Use Python for backends, AI & AI Agents, and APIs.
Estimated: 1-3 hours
Beginner
JavaScript for the AI Era
Use JavaScript to build powerful user interfaces.
Estimated: 1-3 hours
Beginner
Build a Desktop App with Python & Javascript
Combine Python and Javascript to build a desktop app focused on speed and privacy without the complexity of web apps.
Estimated: 1-3 hours
Beginner
Desktop App in Minutes with Claude Code
Same outcome, write zero code, pure AI agent. Learn the mental framework to build great tools with Claude Code.
Estimated: 1-3 hours

Bring AI to your Code

Coming Soon
Give your apps intelligence
Outcome:
A command-line AI agent with custom tools
Beginner
Using APIs with Python
Learn to call 3rd party apps and software with Python through APIs.
Estimated: 1-3 hours
Beginner
Bring intelligence to Python
Learn how to use Python to call LLMs including local models.
Estimated: 1-3 hours
Beginner
Build your own Agent
Learn to use LangGraph, create custom tools, and Python to build a custom command-line AI Agent.
Estimated: 1-3 hours
Beginner
Ai Agents in Minutes
Create a command-line AI agent in minutes with Claude Code, LangGraph, and Python.
Estimated: 1-3 hours

Build an Email Assistant

Coming Soon
10x your email game
Outcome:
A local app with AI-drafted email responses
Beginner
Python: Emails to Spreadsheets
Turn your inbox into intelligent data. Pull emails with Python, draft responses with AI, and export to a spreadsheet you control.
Estimated: 1-3 hours
Beginner
Spreadsheet-driven Desktop App
Use spreadsheets as databases for your desktop apps with Python, Pandas, and Javascript.
Estimated: 1-3 hours
Beginner
Your first MCP App
LLMs don't use APIs, they use MCPs. Learn how to turn any spreadsheet into an MCP server.
Estimated: 1-3 hours
Beginner
Email Buddy in Minutes
Rebuild the entire app with Claude Code with a simple way to graduate from spreadsheets to SQL.
Estimated: 1-3 hours

Remember Me

Coming Soon
Total local recall of what matters to you
Outcome:
A personal capture system for clipboard, images, and notes
Coming soon

Your Content Research Buddy

Coming Soon
10x your ideas with automated research
Outcome:
An app that surfaces content ideas from previous content, podcasts, YouTube and LLMs
Coming soon

Edit This

Coming Soon
10x your content output with ai & code-based editing and publishing
Outcome:
A tool that automatically edits content using a combo of code, ai, transcripts and more.
Coming soon

Let's Talk It Out

Coming Soon
Voice as your input to everything
Outcome:
Desktop app that uses your voice to drive your other apps.
Coming soon
Ready to 10x Your Output?
Start building tools that automate your business.