11d • 🧠 Systems Thinking
Why I’m killing my VPS (For Client Prep)
Moving to the “Brain and Brawn” GCP Architecture - It's a win!
Consistency is the only thing that matters in faceless YouTube. Let's be real, the market is competitive these days...
The Why:
So, my old Hostinger VPS (old haha, I only purchased it in June) setup was hitting a wall.
Video rendering is resource-heavy if you didn't know. And when FFmpeg starts crunching a 240-minute ambient track, it eats every bit of RAM and CPU it can find.
On a standard VPS, that’s how you get what's known as "Zombie Workflows"... processes that hang, crash, or worse, get stuck in a loop and burn $85 in API credits because of a silent timeout bug. Been there done that.
The How:
I’m migrating the entire Bot Brewery engine to a decoupled Google Cloud setup:
- The Brain: n8n running on a lean instance, managing logic and webhooks.
- The Brawn: Headless Cloud Run workers triggered only when it’s time to render.
- The Advantage: FFmpeg and ImageMagick now have dedicated (and more importantly) scalable power that doesn't compete with the functioning brain.
If a render fails, the Brain stays alive to log it, alert me via Telegram, and restart the job.
The Challenges:
Migration isn't just copy / paste. I had to learn how to set up a VM (virtual machine) on the google cloud developer console, run some commands I can only describe as "wizard magic" from my local machine and using an archaic system only cavemen know about called PuTTY... It's been a challenge.
I've also had to rebuild a lot of the pipeline. This time designing for Idempotency - a term I didn't really understand until recently.
But now that I really do, I can make sure that if a render is interrupted at 90%, the system knows exactly where to pick up without wasting credits or time. And it does so in a completely separate environment so the system itself can keep working even if 1 render fails.
That's building for scale.
Something most n8n users and YouTube 'gurus' don't discuss.
So the Result...:
The engine is now calm. I can scale from 1 channel to 100 without the infrastructure breaking a sweat.
If you're running a faceless channel manually, you're fighting a losing battle against time.
If you're running it on a basic VPS, you're fighting a losing battle against stability.
I’m building this so I can focus on Strategy, not Server Maintenance.
Back to build mode.
15 days countdown before I start taking clients... let's rock.
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Why I’m killing my VPS (For Client Prep)
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