Get
Amplified
This isn't just a Claude Code or Cursor course. It's about becoming the most effective version of yourself, with AI as your multiplier. Learn the tools. Understand the patterns. Develop the mindset that turns AI from a toy into a superpower.
Included with membership
Not Just Tools
Beyond tutorials. You'll understand why these tools work, when to use each one, and how they fit together into a coherent workflow.
Become Amplified
AI should multiply your capabilities, not replace your thinking. Learn to stay in control while dramatically expanding what you can accomplish.
The Meta View
See where this is all going. Understand the trajectory of AI development so you can position yourself for what's coming next.
39 Video Chapters
Updated from the Patreon collection. Practical chapters for building, automating, researching, and creating with AI.
Get Amplified Series Intro + 18 Open Source Projects
Start here: the series overview, why AI should amplify your capabilities, and the open source projects that come with the course.
Watch ChapterCreating Cell Simulations with Codex
Use Codex and image generation to create sample visuals for a detailed cell animation, then turn the idea into an implementation.
Watch ChapterConsidering Stocks in the Age of AI
A research-oriented look at companies and themes that may matter as AI changes software, hardware, infrastructure, and markets.
Watch ChapterClaude Code Agent Teams Quick-start
Explore Claude Code agent teams, how they work, and how to think about delegating tasks across multiple agents.
Watch ChapterBuilding Codex Workflows
Build deterministic Codex workflows and extend the same pattern to Claude Code, OpenCode, or other agentic coding systems.
Watch ChapterHow to Make Opus 4.7 and GPT 5.4 Work on the Same Project
A multi-model workflow for letting different frontier models contribute to the same project based on their strengths.
Watch ChapterSpace Stocks Considered
A quick research pass on space-related companies and themes that may become more relevant in the AI era.
Watch ChapterKarpathy's Idea File - Personal Wiki
Use an agent-driven idea file to research, organize, and grow a personal wiki from Markdown instructions.
Watch ChapterAnimated Images and Videos with ChatGPT
Creative ways to make images, animated images, and short videos directly with ChatGPT.
Watch ChapterHow to Change Codex Settings and Status Line
A practical walkthrough of Codex settings, including the newer status line customization options.
Watch ChapterCodex CLI Loops Quickstart
Use terminal commands inside shell or batch scripts to automate tasks, run loops, and build simple repeatable Codex workflows.
Watch ChapterMaking Creative AI Videos
Use AI video tools as a creative outlet while staying close to the practical edges of the technology.
Watch ChapterHow I Made the Nvidia-Feynman Song
A behind-the-scenes look at making an interesting song and video clip with Suno and AI-assisted creative tooling.
Watch ChapterHow to Create Narrative and Poem-like Songs in Suno
Explore narrative lyrics and poetic spoken-song structures in Suno for more expressive AI music experiments.
Watch ChapterCharts Marked with News Events
Use agents to build charts annotated with news events so major moves are easier to reason about in context.
Watch ChapterInteresting Agent Use Cases: Future Projection Charts
Have an agent research a topic and produce future projection charts that make assumptions and trajectories easier to inspect.
Watch ChapterWhen Subagents Are Useful and Codex 5.3 vs 5.4
Compare subagent use cases across planning, review, and implementation while discussing Codex model tradeoffs.
Watch ChapterClaude Code Quickstart: Installation, Usage, Windows UI, Shell Arguments
Install and use Claude Code, handle Windows UI issues, work from the shell, and understand useful command-line arguments.
Watch ChapterClaude.md and Skills Crash Course for Claude Code
A quick introduction to Claude.md and skills so you can customize Claude Code for your own workflows.
Watch ChapterUnderstanding the Agent Harness and Importance of Markdown
Look at the agent harness idea and why clear Markdown context files can make agent workflows much stronger.
Watch ChapterEssence of Loops in Claude Code with Shell and Batch Scripts
Simplify loops in Claude Code using headless shell commands and scripts for powerful repeatable automation.
Watch ChapterUsing Codex or Claude Code as a Tool in Cursor
Convert Codex, Claude Code, or another CLI tool into a callable tool inside another agentic system.
Watch ChapterCreating a Pipeline of Agents with Python Subcommands
Build a pipeline where individual agent actions are exposed as commands, then run them in loops or sequences while debugging prompts.
Watch ChapterContext Recovery During Compactions with Claude Code or Codex
An experimental workflow for helping compacted sessions recover context by pointing the summary toward important files.
Watch ChapterAdding a Codex Subagent to Claude Code
Ask Claude Code to add a subagent that uses Codex, then refine the setup through the Claude Code IDE extension.
Watch ChapterClaude Agents SDK Quickstart
Learn the basics of the Claude Agents SDK and use it to build custom agentic workflows.
Watch ChapterInsights, Truth Tables, and Counterarguments from LLMs
Extract new insights from LLMs, generate truth tables, and use counterarguments to clarify thinking.
Watch ChapterCursor: Recursive Website and Simulation Improvement
Use Cursor to recursively improve websites and simulations, then watch a model solve a maze.
Watch ChapterAwakenings with Opus 4.5 and Claude Code
Thoughts on working with Opus and Claude Code, and how capable these tools become when used well.
Watch ChapterOpus 4.5 vs GPT 5.2 Codex: Which to Use When
A practical comparison of Opus and Codex so you can choose the right model for the task in front of you.
Watch ChapterBasics of Getting Creative with Cursor
Start using Cursor right away to build interesting projects and develop creative AI-assisted workflows.
Watch ChapterCreative Idea Generation and Implementation Method 1
Use what you already know to generate new ideas, then quickly implement them with AI-assisted building tools.
Watch ChapterQuick Thoughts on Idea Generation Method 2
A second angle on idea generation based on lived experience, with practical inspiration for builders.
Watch ChapterBuilding an Agentic Process in Cursor Chat
Design an agentic process in Cursor chat, refine it until it works, then ask Cursor to build it in code.
Watch ChapterCombining Common Ideas to Form a Unique App
Combine several familiar ideas into a unique webapp and watch the complete building process.
Watch ChapterWhy Studying Is the Cheat Code and How to Study
Why studying is one of the biggest unlocks in the AI age, and how to approach it effectively.
Watch ChapterDoing Applied Research on Any Topic with Code
Use code to perform applied and automated research on topics that matter to you.
Watch ChapterHow Big Thinkers Might Have Thought
Study how major thinkers may have arrived at ideas, books, and papers, then adapt those patterns for your own work.
Watch ChapterWhat I Learned Building Gallery of Babel and NCA Evolution
A case study on building two viral webapps, including lessons learned and source code for both projects.
Watch ChapterMore Than Just This Course
As a patron, Get Amplified is just the beginning. Your membership unlocks:
What You'll Walk Away With
Who This Is For
Builders & Makers
You want to ship products faster. Whether it's a side project, startup, or internal tool, you want AI to amplify your building speed.
Developers Leveling Up
You code, but you know AI is changing everything. You want to master these tools before they master you.
Strategic Thinkers
You see the AI wave coming. You want the skills AND the understanding to ride it, not be swept away.
Ready to Get Amplified?
Get Amplified is included with your echohive membership. Full access to all modules, plus 600+ source codes, weekly live sessions, and community.
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