Gita Reels — Built an Automation That Posts Daily. The Experiment Continues.

Someone on the internet said posting daily on Instagram grows your page.
A normal person would have just posted daily.
I am not a normal person. I am a developer.
So I automated the whole thing.

The Build

The idea was simple.
Every morning at 6:30 AM IST,
a GitHub Actions workflow wakes up,
picks a Bhagavad Gita quote for the day,
generates a reel video,
and posts it to Instagram.
No manual work. No reminders. No me.

The stack:

Python + MoviePy — generates the reel video
GitHub Actions — runs the whole pipeline daily
GitHub Pages — hosts the video as a public URL (Instagram needs one)
Meta Graph API — posts to Instagram

Each reel is a 1080×1920 vertical video.
Gold typography on a dark background.
Sanskrit, English, and Hindi translation of the quote.
Background music that rotates randomly, trimmed to 12 seconds, fades in and out.

The whole thing runs while I’m asleep.
Which is honestly the best part.

One more thing worth mentioning —
I didn’t write this from scratch line by line.
This was vibe coded.
AI wrote most of it. I provided the idea, the direction, and the common sense 🙃
That’s the real developer privilege, not knowing everything, but knowing enough to make something work.

The Part Nobody Warns You About

The pipeline took a few days to build.
The Meta API took 2-3 weeks.

Not because the API is complicated.
Because getting access to the API is a journey designed by someone who genuinely does not want you to succeed.

First you create a Meta developer account.
Then you create an app.
Then you figure out which type of app.
Then you add the right permissions.
Then you realise you need a Facebook Page linked to your Instagram.
Then you need a Business account.
Then the access token expires.
Then you generate a new one.
Then you read the docs and the docs are from 2019.
Then you find a Stack Overflow answer that works but nobody knows why.

At some point you stop understanding what you’re configuring
and you’re just clicking buttons hoping something turns green. And it eventually did. I still don’t fully know why.

Finally It Worked!

And then one morning, it just worked.

6:30 AM IST.
No alarm. No reminder. No me opening my laptop.
A reel was generated, captioned, and posted to Instagram
while I was asleep.

That feeling of seeing your automation run for the first time
is genuinely one of the best things about being a developer.
You build something once
and it just keeps going.

Every day since, without fail —
a Bhagavad Gita quote, rendered in gold,
Sanskrit and Hindi and English,
background music fading in and out,
posted at 6:30 AM.

I didn’t touch anything.
The pipeline didn’t care.
It just ran.

Two Months Later

The pipeline still runs every day.
6:30 AM, without fail.
60+ reels posted.
Zero manual effort.

Also zero growth.

No viral reel. No follower spike.
Most reels sitting quietly at single digit views,
unbothered, unvisited, at peace with themselves.

Turns out posting daily grows your page
only if people actually want to watch what you’re posting.
Automation can handle consistency.
It cannot handle content.

I built a perfectly functioning machine
to consistently produce things nobody asked for.

Would I do it again?
Absolutely.
I learned more building this than I would have
just posting manually for two months.
And honestly, the pipeline is kind of beautiful.

It runs every morning whether anyone watches or not.
Like a monk doing his prayers.
Unbothered by results.

Which, now that I think about it,
is very on brand for a Bhagavad Gita account.

But I’m Not Stopping Here

This project taught me something important.
Not just about Meta APIs or GitHub Actions or Python.
But about what’s actually possible when you combine
developer thinking with AI as a co-builder.

Gita Reels was the experiment.
Now I know what I’m doing.

Next, I’m planning to take this further —
faceless YouTube channels, automated video reels,
content pipelines, SaaS products, full automations.
Things that run without me.
Things that scale without me.
Built fast, built smart, built with AI doing the heavy lifting
while I focus on the idea and the direction.

The experience is there.
The lessons are there.
The tools are there.
What’s next is just building.

Check It Out

If you’re curious to see it running or want to build something similar: