I went from not knowing what vibecoding was to orchestrating AI in 6 weeks.

Cynthia — Thu, 26 Mar 2026 00:28:17 +0000

It started at the airport three months ago.

I was pacing, checking my bags, and panicking about my passport for the fifth time. At the time, I was—and still am—running a Print On Demand (POD) business. I’d uploaded a solid library of art by late September, but I had a major bottleneck: Metadata. I was drowning in titles, tags, and descriptions. I used Gemini to help, but I was doing it manually for every single item. I finally asked: “It’s 2026. Can I just make an app that does this for me?”

The answer was Base44.

I wasn’t expecting much when I found the site. It looked like any other AI platform—a prompt box and a few links. I typed my first prompt, and just like that, it created MetaSpin. I was in shock. I knew AI was moving fast, but I didn’t know it had reached this level of "Vibe Coding." I sat there with my tablet, adding features until it was time for my flight.
For a month, MetaSpin sat there. Then came February. Things slowed down, and I finally had time to polish the app. I pulled up Base44, started adding the features I really wanted, and then I hit the hard wall:
[You’re out of free generations today. You can wait for 6 ho—]

I didn't want to wait. I wanted to build.

That’s when I pivoted to AI Studio. I’d only used it for chat before, but I decided to try the "Build" feature. I figured they’d shut me down after a few requests, but I took a screenshot of my Base44 build and told Gemini: “Rebuild this, but add these features.”

It recreated it exactly. I was taken aback.

That was the point of no return. I realized I didn't need to rent someone else’s platform or wait for a timer to reset. I could orchestrate my own tools, on my own terms. I went from someone who didn't understand the tech to someone running a local-first, automated business in six weeks.
Now, I don't just use AI; I build with it. And the best part? No more waiting.

By week three, the training wheels were off. I started with a version of MetaSpin that had even more features and actually helped me. Not just looked pretty but helped me. I wasn't just prompting anymore; I was learning the guts of the process.
The real breakthrough came when I moved into local AI chat interfaces. That’s when I mastered the LM Studio endpoint, learning how to wire my projects directly into local hardware.

Next, I tackled my biggest artistic bottleneck: Automation. I built Neural Upscaler, a local tool that connects to my ComfyUI setup to automatically upscale every piece of art dropped into an input folder. It turned a manual chore into a background process.

Then came Artisan AI. This was my masterclass in AI Orchestration. I built it to handle full SEO data and integrated a tool to automate the entire image creation workflow. It was so effective that it allowed me to retire nearly ten other applications I’d built.

By week four, curiosity took over. I developed a local interface that allowed me to talk to four different art models (cloud or local) simultaneously. I was officially deep in the "No Return" zone.
Weeks five and six were the revelation. I realized I hadn’t just solved my POD problem; I had acquired a hybrid skill set that lives exactly where AI and development meet. In 42 days, I rapidly prototyped over 50 applications.

Today, while 40 of those were part of the learning curve, I have 10 custom-built tools that I use to run my daily business. I didn't wait for a company to build the software I needed—I orchestrated it myself.

And now I am here. I started a youtube channel where I try to educate and teach people how to run local models along with other subjects within the local ai space.

I really wasn’t expecting to be here. I always loved tech as a kid and still do as an adult but I always felt I wasn’t the type to really go that far or that I couldn't.

Well. It looks like I was wrong. And hopefully it encourages more people to just be curious and try, like I did.

I'm so new to all of this still, and I'd love to hear from people that can give me guidance or tips on where to go next. Thanks for reading and seriously - have a lovely day guys. 😊

DEV Community: Cynthia

I went from not knowing what vibecoding was to orchestrating AI in 6 weeks.