agentusecases.aiAll 1,763 use cases
Content & Creative

Turn Reddit posts into fact-checked article drafts

An n8n and LangChain workflow ingests Reddit posts, summarizes comment sentiment, drafts articles in different writer styles, and fact-checks with an editor agent.

Done withN8n8n

What they did
The maker built an n8n workflow that watches specific subreddits for posts with article flairs, pulls the linked article text, summarizes the Reddit comments for sentiment, and sends both into AI writer agents with different styles to draft a new article. It then applies SEO formatting and posts to WordPress, while Supabase stores embeddings for context and tracks Reddit post IDs to avoid duplicates; featured images and tags still involved manual work.
How it went
They batch-ran it to backfill up to 100 posts and said OpenRouter costs were under $1 for 100 articles. It missed news shared as images or under other flairs, and their separate fact-checking editor idea was not working reliably yet.
Worth knowing
Their main cost figure was less than a dollar via OpenRouter to generate 100 articles, but they said the editor-in-chief fact-checking agent often looped or struggled with very new information.

Try it yourself with n8n

Build an n8n workflow using LangChain agents that takes Reddit posts from [subreddit] and summarizes the sentiment and main arguments in the comments. Then have a writer agent draft an article in [writer style] and an editor agent fact-check its claims against the source post and comments, flagging anything unsupported. It's finished when I get a revised draft plus a list of flagged claims for each post, saved to [Google Doc or Notion]. Do not publish anything.

Want help getting this working? Join the Vibe Coding Academy ↗ Run by Alex Finn, who also runs this site.

Read the original ↗

Source: Reddit · Undated

Related use cases

  • N8

    Add todo items to Todoist from Telegram

    A Telegram bot with an LLM and an orchestration platform (n8n or windmill) adds todos to the author's Todoist account from natural language messages.

    n8n

  • N8

    Answer WhatsApp customer questions and escalate to humans

    An n8n and OpenAI agent answers WhatsApp questions from a knowledge base and escalates low-confidence cases to a human on Telegram with full context.

    n8n

  • N8

    Turn booking confirmation emails into calendar events

    An n8n workflow extracts details from booking emails and PDF attachments and creates calendar events in a dedicated calendar, built for a CEO's flooded inbox.

    n8n

  • CX

    Produce a track in Ableton Live by talking

    An MCP server that lets Codex drive Ableton Live, used to write and mix a full song from chat messages.

    Codex

  • MA

    Make an AI trends presentation

    The author had Manus 1.6 Lite build a 2026 AI trends deck; research was deep but generation took over 10 minutes and slides were monotonous.

    Manus

  • GB

    Run content creation with specialized bots

    Creators use bots to study outlier YouTube videos, and run newsletters with research, drafting, editing and scheduling bots; one experiment made 44 thumbnail proposals.

    Grok Bot

Keep browsing

All 87 n8n use casesAll 113 Content & Creative use cases

Get 5 like this every morning

The best things people got an AI agent to do, each with the prompt to try it.

All use casesAgentsTopicsJobsNewRSSAboutContactSponsorPrivacy
Sponsors
VCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor us
VCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor usVCVibe Coding Academy: Master AI and automate your lifeS/Ship/It Weekly: #1 AI newsletter on planet Earth+Your logo here: sponsor us