Automating My Daily Workflow with n8n, Python & Gemini AI

How I built smart automations that save hours every week

Automation doesn’t need huge infrastructure — sometimes all you need is n8n + Python + a good LLM.
Here’s how I built three lightweight but powerful automations that improved my content flow and…


This content originally appeared on DEV Community and was authored by Sanjay_Balaji

How I built smart automations that save hours every week

Automation doesn't need huge infrastructure — sometimes all you need is n8n + Python + a good LLM.
Here’s how I built three lightweight but powerful automations that improved my content flow and daily routine.

1. Auto-Generate LinkedIn Tech Posts (gNews → Python → Gemini → LinkedIn API)

I wanted fresh, relevant tech content posted automatically on LinkedIn — without doing it manually every morning.

Workflow Includes:

  • Fetching real-time tech news via gNews API
  • Cleaning + formatting content in Python
  • Generating a polished LinkedIn-ready caption using Gemini AI
  • Publishing automatically through LinkedIn API

Result:
✔ Zero manual posting
✔ Consistent daily visibility
✔ Cleaner + AI-improved content

2. Daily Weather + Motivation Telegram Bot

A simple automation that sends a morning weather report and a Gemini-generated motivational message.

Workflow Includes:

  • OpenWeatherMap API → real-time weather
  • Gemini AI → custom motivation text
  • Telegram Bot API → scheduled daily message

Result:
✔ Daily personalized message
✔ A small workflow that boosts productivity
✔ Fully autonomous once deployed

Why These Automations Matter

  • They remove repetitive tasks
  • They help maintain consistent personal branding
  • They show how flexible n8n + Python + Gemini AI can be
  • They are small, modular, and easy to scale

Final Thoughts

If you’re looking to automate small but impactful tasks, start with tiny workflows — news fetching, posting, messaging, alerts — and build upward.
n8n + Python + Gemini AI turned out to be the perfect trio for me.

If you want the full workflow JSON or code snippets, drop a comment — happy to share!


This content originally appeared on DEV Community and was authored by Sanjay_Balaji


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