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I don’t know how to code, but I built a fully local AI video subtitler to fight SaaS fatigue. Here is how it’s going.

Hello Indie Hackers!

I've been reading for a long time, but today I'm finally stepping out of the shadows. I wanted to share with you a journey that seemed impossible a year ago: I built and launched a complex desktop application without knowing a single line of code.

The Problem: SaaS Fatigue
I'm a content creator and I was tired of paying $30 a month for cloud-based subtitle generators. My computer has a powerful GPU, but I was still forced to upload my private videos to a server and wait in a queue. It felt bad.

The Solution: goVeliro Studio
I decided to build a local-first alternative. I used Gemini and Claude as "senior developers". I spent months with prompts, testing, and failing until I had a working Windows application with Python and PySide6.

Technical hurdles (solved by MI):
Initially, the timeline was laggy. With MI, I implemented FFmpeg memory channels to avoid slow disk writes. Now it’s lightning fast, even with 1-hour videos.

-Completely offline: I integrated Argos Translate and Faster-Whisper, so the app works without an internet connection. 100% data protection.
CPU/GPU support: Optimized for high-end GPUs, but runs perfectly on standard CPUs.

-The result:
I launched it on the Microsoft Store as a “pay once, own forever” tool. There are no subscriptions. I just hit my first $60 in revenue, which is a huge win for a non-coder! I’m really happy about that, and happy users too!
I’d love to hear your thoughts on two things:

  1. Do you think the “one-time purchase” model can survive in the age of AI SaaS?

  2. How do you think I can get my program to as many people as possible?

Check out my product page here: https://www.indiehackers.com/product/goveliro-studio

Or if you want to see it directly in action:
https://apps.microsoft.com/detail/9N7S66PNM5R3?hl=neutral&gl=HU&ocid=pdpshare

Ask me anything about the AI ​​coding process!

on July 13, 2026
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    You built goVeliro without coding, and paying users now run it as a local Windows app with Python, PySide6, FFmpeg, Argos Translate, and Faster-Whisper. Who owns dependency and security updates behind it today, you, the AI tools, or someone technical?

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    I forgot to mention that it works not only on high-end GPUs, but also on regular CPUs, even an Intel I3 or I5 is fine. I wanted to make sure that every creator could use it.