AI Rookies
A web app where AI finally makes sense
Back in March, a former colleague asked me out of the blue:
"Andy, what are all these OpenClaw-like apps everyone is talking about?"
At the time, I was fully focused on my language learning app and hadn't paid any attention to OpenClaw. I told her, "Honestly, I'm not really sure either. I guess it's an AI that can operate your computer once you give it permission."
And that was the end of it.
In AI, new concepts appear so quickly that there's a popular joke:
If you learn AI slowly enough, eventually you won't have to learn it at all.
Today, AI is everywhere—in our work, our studies, and our daily lives.
At the same time, I kept seeing posts on X where people celebrated finally understanding what MCP, Transformer, or Agent actually meant.
Ignoring AI altogether doesn't really feel like an option anymore. Burying our heads in the sand like an ostrich isn't exactly human nature—especially if we're naturally curious.
So I started wondering:
What if there were a way to understand every important new AI concept with almost no effort?
Not by reading research papers.
Not by watching two-hour YouTube videos.
Just enough to answer three simple questions:
What is it?
Why does it matter?
Where would I actually see it being used?
I don't need to understand the mathematics or the academic papers behind it (to be honest, I probably wouldn't understand them anyway). I just want to keep up with the AI world without it feeling like homework.
So in May, despite having zero programming background, I started building.
Using Claude Code and a lot of vibe coding, I spent 38 days designing, building, deploying, and launching the core features of AI Rookies.
For me, that feels like a huge personal achievement. It was something I'd never attempted before—and somehow, I pulled it off.
Today, AI Rookies lets you:
Today — Receive a daily roundup of the newest AI concepts that emerged yesterday, explained in plain English.
Explore — Search for any AI concept you're curious about and get an explanation that actually makes sense.
AI World — If you're curious enough, explore the bigger story: why AI suddenly became so capable, and how all these concepts connect to one another.
AI Rookies is a place where AI finally makes sense.
It explains AI concepts with humor, plain language, and connections between ideas instead of isolated definitions. Every concept becomes part of a growing knowledge map, so even complete beginners can naturally keep exploring.
It's still a work in progress, and there are plenty of features I want to build. But for me, it's already become the software for one that I wished had existed.
If you're curious about AI but don't want to spend your weekends reading research papers, I'd love for you to give AI Rookies a try.
And if you have ideas or feedback, I'd love to hear them. Every conversation helps make AI Rookies a little better.
AI Rookies:
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The part that resonated with me wasn't learning AI faster—it was defining the stopping point.
Most people don't want to become AI researchers. They just want enough understanding to recognize a concept, know why it matters, and follow conversations without feeling left behind. That's a much clearer problem than "learn AI."
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Exactly! I strongly agree with what you've observed.
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Glad we're seeing it similarly.
I think it'll be easier to explain the thought properly over email than in a thread.
What's the best email to reach you on?
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Oh, that's a great input. I am working on the email subscription feature and soon users on the web are able to use it.
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Makes sense.
No worries—once it's available, happy to continue there.
In the meantime, do you have another email I can reach you on? I think it'll be much easier to explain the thought properly outside the thread.
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38 days from zero coding experience to a live product that’s the vibe coding story right there. Curious what your plan is for getting your first 100 users? That’s usually where it gets interesting
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AI Rookies right now is the software for one - that's me. But I am posting on different platforms to get some attention. Do you have any suggestions? I'm glad to hear.
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