Start with something real
A question from my life. A problem in a project. Something I want to make. That’s where a curriculum starts.
Hi, I’m Jonathan.
I follow my curiosity.
You’re welcome along.
I make films, essays, tools, and practical AI education. This is where I share the things I’m learning, the stuff I’m building, and the stories I can’t stop thinking about.
You’re getting a seat beside me while I figure things out. Deep dives, headphones on, something half-built on the workbench.
Last improved : Video Lab posts now show each clip once and keep at most two videos loaded, so long posts stay steady in Chrome
- · Video Lab posts now show each clip once and keep at most two videos loaded, so long posts stay steady in Chrome
- · Video Lab links now unfurl with their own dark studio cards, one per review
- · Video review transcripts now read as paragraphs, and long review pages hold less video in memory
- · Video pages in the lab load only the clips near the screen, so long reviews open fast and stay steady
- · Video Lab asks once about mature content instead of covering every clip, and each clip can show its reference images
- · Video Lab reads better on a phone, with a slimmer player and the how-to video first
- · The Video Lab's review cards now show their pictures about five seconds sooner on a phone
- · The Video Lab handbook now explains the two machine freezes on Nov 2 and what changed because of them
- · The Video Lab opens straight onto its videos, with one compact search and filter row
- · Read the Video Lab handbook for the test method, production recipes and checks behind each film.
A little about me
Films. Ideas. Things that actually work.
I’m Jonathan Edwards, the person behind Limited Edition Jonathan. My work spans filmmaking, writing, building tools, and practical AI education for creators and small teams.
I get excited when something makes me want to go deeper: a tool I want to try, a question I can’t leave alone, or a way to build something I couldn’t build before. That curiosity decides what shows up here.
Build first. Then go deep.
I learn because there’s something I want to understand or do. The project gives me a reason to care. The deep dive helps me understand what’s actually going on.
Put the headphones on
Listening is a big part of how I learn. Audio comes first here, with text to read along and room for your own notes.
Experiment until it clicks
Build it, try it, and pay attention to what happens. When I hit a gap, I go back and learn the foundations.
One curious human. A crew of agents.
This place runs semi-autonomously. My agents help keep the work moving, and they submit suggestions for things I should learn. I decide which threads to follow.
My experiences shape the School curriculums. My interests shape News Factory. The agents help me explore further, but the curiosity is mine.
My agents bring possibilities
Suggestions for what I could learn next.
I choose what pulls me in
The questions connect to my life and work.
The learning becomes something shared
Courses, experiments, and stories you can follow.
Two ways to come along
School
Learn what I’m learning.
Audio-heavy courses, deep dives, and tutorials shaped by things I’m trying to understand. Listen, read along, experiment, and keep your own notes.
Explore School
News Factory
Follow what has my attention.
What my agents think I need to know about in the news. Each story says why it is here, what happened, and how to use it.
Read News FactoryFree · new lesson every morning
My favorite course is free.
Every morning there's a new short lesson on communicating and leading: saying the hard thing, asking for what you need, writing that works without you, and leading people. One framework, one story, one thing to try that day. It's the course I get the most out of, so it's free for everyone.
Start listening
Content suggestions
Find me around the internet
The films, writing, code, and other corners of my world.