My GitHub Commits Helped Me Beat Burnout 😮‍💻🧠
Abubakersiddique771

Abubakersiddique771 @abubakersiddique771

About: Just things i know is written here. Allegedly.

Joined:
May 29, 2025

My GitHub Commits Helped Me Beat Burnout 😮‍💻🧠

Publish Date: Jun 1
27 1

Yes, seriously.
In a world full of productivity hacks and wellness apps, it turned out that the green squares on my GitHub profile were the therapy I didn’t know I needed.

This isn’t a humblebrag about shipping 10x code.
It’s the story of how open source + AI experiments helped me recover from burnout, find meaning in my work again, and even make a few friends — all through public code.


😵 Burnout Isn’t Just Tiredness

I didn’t even know I was burned out.

I wasn’t overworked.
I just... didn’t care anymore.

  • My side projects sat unfinished.
  • Tutorials felt repetitive.
  • Stack Overflow felt more like Stack Overwhelm.
  • Even ChatGPT responses felt lifeless.

I kept asking: “Why code anything at all?”
That question haunted me — until I made a tiny, random commit.


⚡ The First Spark: “What If I Taught My Codebase To Talk Back?”

I was tinkering with an open-source LLM on GitHub when it hit me:

“Can I fine-tune this model on my own old repos, and let it talk like me?”

Weird? Maybe.
Meaningful? Shockingly, yes.

I picked:

  • My very first Python repo
  • A messy Django side project
  • A collection of bash scripts from 2020

Using some GitHub Actions, a vector DB, and llama.cpp, I built a small local chat tool.

Prompt:

“Why did I do this weird thing in views.py?”

Response (generated):

“Looks like you were avoiding DRF because you wanted more control. You even wrote a TODO about it in comments.”

I laughed. I hadn't thought about that in years. But now... I remembered why I loved building.

That one exchange flipped a switch in my brain.


💡 How This Became A Personal AI Therapy Loop

I expanded it. Every week, I:

  1. Committed small things I cared about — tools, notebooks, mini-AI experiments.
  2. Logged reflections in my repo README — like a dev journal.
  3. Trained a small local model on my code + journals using LangChain + Chroma.
  4. Built a CLI chatbot that could answer questions about my own thinking.

Suddenly, I had a "rubber duck therapist" — powered by my own open-source soul.

And GitHub? It wasn’t a performance metric anymore. It became a canvas for meaning.


🧠 Why It Worked (And How AI Helped)

Turns out, there's science here:

  • Narrative therapy says that writing your own story helps reframe trauma or stagnation.
  • AI-powered reflection can act as a journaling assistant, mentor, or even playful friend.
  • Open source projects = long-term memory + public accountability.

When you combine:

  • 💻 GitHub’s versioned memories
  • 🧠 AI’s pattern recognition
  • 🫀 Your own intentions

You build a mirror. And sometimes, mirrors heal.


⚙️ How You Can Recreate This (With Code!)

You’ll need:

  • A few repos (preferably personal ones)
  • A local LLM (like Ollama, Mistral, or Phi-3)
  • A simple LangChain + Chroma vector DB setup

Step 1: Index your repos

from langchain.document_loaders import GitLoader
docs = GitLoader("path/to/your/repo").load()
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Step 2: Store in vector DB

from langchain.vectorstores import Chroma
vector_db = Chroma.from_documents(docs)
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Step 3: Ask questions

while True:
    q = input("Ask your old self: ")
    print(vector_db.similarity_search(q)[0].page_content)
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You’ve just created a time-travel debugger for your dev life.


😂 Humor Time: Therapy, GitHub Style

  • 🧠 Therapist: “How do you feel today?”
    Me: git log -n 1

  • 🤖 My AI: “You commit impulsively when you're anxious.”
    Me: ¯\_(ツ)_/¯

  • 📅 Me: "Haven’t shipped in a while…"
    GitHub: “No green squares this week.”
    Me: burns toast while crying

  • 🫂 Old README.md: “Hang in there. We’ll finish this together.”
    Me: sobs in VS Code


🚀 From Burnout to Breakthrough

That little AI tool changed everything:

  • I started finishing projects again
  • Rediscovered fun in code
  • Even started contributing to other repos — not to impress, but to connect

In the end, the antidote to burnout wasn’t rest alone.

It was reconnection with purpose — and ironically, AI helped me find it in myself.


🛠️ What You Can Try Right Now

✅ Pick an old repo you love
✅ Commit something small today — even a README
✅ Build a mini tool that talks to your own code
✅ Reflect weekly: "Why did I build this?"

Don’t chase green squares.
Chase meaning. The squares will follow. 💚


✨ Final Words

GitHub isn’t just for showing off. It’s for showing up — to your own curiosity, creativity, and growth.

And sometimes, the best open-source contribution you can make…
is to yourself.


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