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What Does Human-Led AI Project Mentorship Look Like?

A personal look at what changes when the project—not the AI tool—comes first.

Pencil drawing of a home office with a desk, monitor, plants, and a chair.
A pencil drawing of my office.

I think AI gets a lot more interesting when you stop asking, What can AI do? and start with a different question:

What do I want to make?

Maybe you have an idea for a website. An app. A creative project. A system that would make your business easier to run. Maybe there is just something in your head that you keep thinking, I wish this existed.

You can see what you want. You just have no idea how to get from the idea to the thing.

I know that feeling very well.

I have built websites without being a web developer. I started building my personal fitness app without knowing how to code an app myself. I have created systems for publishing, developed tools for my own life, worked on my mother's business website, built my author platform, and experimented with plenty of ideas that started with some version of:

Okay. I know what I want this to do. Now how the hell do I make it?

AI changed what I was able to do with those ideas.

But AI was never the idea.

That distinction matters to me.

So what is human-led AI project mentorship?

Human-led AI project mentorship starts with your project, not with an AI tool.

You bring me something you want to build, solve, organize, or figure out. We talk about what you actually want it to become, where you are stuck, and what would count as a useful first version.

Then we figure out where AI can help.

Maybe we use it to research possibilities. Maybe we use it to organize a messy idea, plan a workflow, work through a technical problem, create visuals, write something, or help build software.

Maybe part of your project does not need AI at all.

I am not interested in finding excuses to shove AI into everything.

The project comes first. The tools come second.

That is a big part of the way I work with AI myself.

When I built an app, I did not suddenly become a software engineer. I learned how to explain what I wanted the app to do, review what was built, test it, notice when something was wrong, and keep refining it.

AI could give me code.

It could not decide what my personal fitness app should feel like to use. It could not decide which features actually mattered to my partner and me. And when something broke, it certainly did not lean over and say, “Girl, this button does absolutely nothing.” I still had to notice.

That is where the human part of this matters.

AI can generate a mountain of possibilities very quickly. Someone still has to decide which ones are useful.

Someone has to notice when the answer sounds impressive but is wrong.

Someone has to say, “No, that isn't what I meant.”

Someone also has to recognize when a project that started as one small idea has somehow mutated into a twelve-headed beast that is never going to get finished.

That judgment is part of building.

And it is the part I care about teaching.

That is what Build With Me is for.

Build With Me is project-based collaboration centered around one idea, workflow, or problem you want to move forward.

We are not spending the project talking about hypothetical things you could make someday.

We are making the thing.

That does not necessarily mean finishing some enormous final version at once. Sometimes the win is getting a working first version. Sometimes it is finally understanding what you are building. Sometimes it is creating the system, prototype, plan, workflow, or foundation that lets you keep going after our work together.

The important part is that you leave with something real.

And, just as importantly, you understand what we made and how we got there.

I do not disappear with your idea for a month and return carrying a mysterious finished product you had nothing to do with.

That is not the kind of work I want to do.

I want you involved in the decisions.

I want you to know why we are using a particular tool.

I want you to feel comfortable saying, “I hate that. Try again.”

Because ultimately, it is yours.

AI can help us build it. I can help you learn how to direct the process. But your judgment should still be in the room.

You also do not need to work with me to start.

I made the free From Dream to Project Builder’s Worksheet for exactly that reason.

There is no email gate. You do not have to subscribe to anything. You can download it, work through your idea on your own, and start figuring out what the first version of it might look like.

Because sometimes the hardest part is not building the entire thing.

It is choosing the first real thing to build.

Yours,

Maritza Bermudez Alonso

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