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To learn this framework we're going to build a multi-agent content creation system! (100% open-source and it runs locally) Here's an overview of how it works: User submits URL to scrape Firecrawl scrapes content and converts it to markdown Twitter and LinkedIn agents run in parallel to generate content Generated content gets scheduled via Typefully Human can finally review and publish it Tech stack: motia as the unified backend framework Firecrawl to scrape web content Ollama to locally serve Deepseek-R1 LLM Typefully for scheduling the generated content Why Motia? Motia is a unified system where APIs, background jobs, events, and agents are just plug-and-play steps. Key features: Write Python, JS & TypeScript in same workflow Built-in observability One-click deploy 100% open-source. You'll realise after watching this video that motia is probably the only AI framework you'll ever need to learn! 🚀 Don't forget to star their repo: https://github.com/MotiaDev/motia You can find all the code and everything you need in the GitHub repo: https://github.com/patchy631/ai-engin... It's fairly easy to follow along, and in case you're stuck, feel free to raise an issue. I'll be happy to help! :) Like and Share this video with your network if you found this insightful ♻️ And subscribe to my channel for more! 🙌 #ai #llm #agent #agenticai #backend