Reddit-to-Reel: Full AI Faceless Video AutomationReddit-to-Reel: Full AI Faceless Video Automation
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Khalil's avatar
Khalil Abdelhamid
• 2d
Reddit-to-Reel: Full AI Faceless Video Automation
Built a fully automated, end-to-end faceless video production system that transforms trending Reddit stories into published short-form videos — with zero manual work.
What this system does:


🔍 Scrapes Reddit for the hottest, most viral stories using a scheduled trigger and multi-subreddit filtering


🧠 Rates & approves stories automatically using dual AI models (OpenRouter + Google Gemini) based on virality potential


✍️ Generates scripts with a Gemini-powered Script Maker that structures compelling narratives


🎙️ Produces voiceovers using Whisper & Kokoro TTS for studio-quality, human-sounding audio


🎬 Renders full videos with auto-generated banners, subtitles, and background audio


📲 Publishes automatically to YouTube Shorts, Instagram Reels, and Facebook

Tools Used: n8n · Google Gemini · OpenRouter · Whisper · Kokoro TTS · Reddit API · Google Sheets
Result: A 100% hands-free content engine capable of producing and publishing multiple videos per day — turning a passive channel into a scalable digital asset.
  This Workflow reduce the costs of using a paid service like faceless.video as it make it for free
Low-Code/No-Code DevelopmentAI Video ProductionGoogle GeminiN8NRedditAI Automation
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Akinkunmi's avatar
Akinkunmi Ayo
pro
• 1d
impressive
Khalil's avatar
Khalil Abdelhamid
• 1d
thank you
Abhiram's avatar
Abhiram Tinguria
• 2d
Impressive end-to-end pipeline. Automating sourcing → scripting → voiceover → publishing is no small task. Curious how you’re handling quality control at scale?
Khalil's avatar
Khalil Abdelhamid
• 2d
Currently running locally and manually triggered, this workflow will be upgraded to a fully autonomous 24/7 system with advanced error handling, failover mechanisms, and AI response optimization for maximum reliability.
Abhiram's avatar
Abhiram Tinguria
• 2d
That’s a solid roadmap. Moving from manual triggers to a fully autonomous pipeline will definitely surface interesting edge cases.
Are you planning to add monitoring + feedback loops for output quality, or mainly focusing on runtime reliability first?
Khalil's avatar
Khalil Abdelhamid
• 2d
right now i am focusing on reliability and making sure that the workflow works none stop as for the output quality , i will make another workflow that will handle that case
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