Who is this workflow for? The Hacker News Throwback Machine automatically retrieves and analyzes front-page headlines from Hacker News for the current date across all available years since 2007. It leverages AI to categorize these headlines into themes and delivers a concise Markdown summary directly to your Telegram, helping you effortlessly explore historical tech trends..

What does this workflow do?

  • Daily Execution: The workflow runs automatically every day.
  • Data Collection: It retrieves Hacker News front-page headlines for the current date from each year starting 2007.
  • Data Processing: Extracts the headlines and their corresponding dates.
  • AI Analysis: Employs Google Gemini to categorize the headlines into various topics and detect trends.
  • Summary Generation: Compiles the categorized information into a structured Markdown summary.
  • Delivery: Sends the generated summary to a specified Telegram chat via a bot.

🤖 Why Use This Automation Workflow?

  • Historical Insight: Gain a comprehensive view of how technology topics have evolved over the years on Hacker News.
  • Trend Analysis: Automatically identify recurring themes and emerging trends using AI-powered categorization.
  • Automated Delivery: Receive daily summaries without manual effort, keeping you informed with minimal setup.

👨‍💻 Who is This Workflow For?

This workflow is ideal for:

  • Tech Enthusiasts: Individuals interested in the historical progression of technology trends.
  • Content Creators: Bloggers or analysts seeking data-driven insights for their articles or reports.
  • Researchers: Professionals conducting studies on the evolution of tech discussions over time.

🎯 Use Cases

  1. Content Planning: Utilize historical trends to inform and inspire future blog posts or articles.
  2. Market Analysis: Analyze past Hacker News discussions to identify shifts in market interests and potential opportunities.
  3. Educational Purposes: Educators can use the data to teach students about the history and development of technology topics.

TL;DR

The Hacker News Throwback Machine offers a streamlined way to explore and analyze historical Hacker News headlines. By automating data retrieval, AI-powered analysis, and summary delivery, it provides valuable insights into technology trends over the years, directly to your Telegram.

Setup Instructions

  • Clone the Workflow:
  • Access the repository here and clone the workflow to your n8n or Zapier account.
  • Configure API Keys:
  • Google Gemini: Enter your Google Gemini API key in the designated field to enable AI-powered categorization.
  • Set Up Telegram Integration:
  • Obtain your Telegram bot token and chat ID, then input them into the respective fields to allow the workflow to send messages to your Telegram account.
  • Activate the Workflow:
  • Once configured, activate the workflow. It will begin running daily, providing you with automated summaries of Hacker News trends.

Fork the repository, customize the workflow to your needs, and start exploring the evolution of tech discussions effortlessly!

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