I’m a Data Scientist that recently specializing in building AI agents and automations with n8n. Recently, one of my demo workflow ai agent I built caught the attention of a client (charity and a finance startup founder), who reached out to me about automating tasks like content generation, social media outreach, and lead generation. Although it’s a voluntary project, but I want to approach it the right way and show real value to gain real world experience in building production ready AI agent. If you have experience building production-ready agents/automations in these areas, I’d truly appreciate your guidance or advice on how to approach this.

Its been just a week since I Joined this community and what can i say. I have received more support from here than ever from LinkedIn. Keep up the hustle guys! Looking forward to connect with everyone :)

In this video, I show how to use Poppy AI with n8n to completely automate your content creation process. $25 OFF Poppy AI HERE Poppy lets you build specialized AI assistants that can be trained on almost anything, YouTube videos, TikToks, Instagram posts, websites, or even your own local files. Just drag and drop the media, and your Poppy assistant can use it to get smarter. From there, you can connect Poppy with n8n to automate research, content generation, or any part of your creative workflow. The best part is that it’s all no-code, making it simple and powerful for anyone to start building AI-driven content systems.

Might be helpful for anyone using llms and want cost savings! https://quesma.com/blog/tau2-benchmark-improving-results-smaller-models/

AI Automation Society Plus just won Q3 Skool Games, back-to-back 1st place finished and top 5 in all three quarters of 2025. This wouldn't be possible without each of you helping us make AI Automation Society a space for everyone. Truly grateful for this amazing community we're building together. Quick heads up: Plus pricing increases in Q4. If you've been thinking about joining, now's the time. We'll give everyone a full week's notice before any price changes. Check it out here. Thank you all for the incredible support. You guys are the best! Cheers, Nate