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8 contributions to AI Automation Society
Quick question for the builders running MCP servers:
How are you securing them, and where are you hosting them? I’m concerned about the risks of connecting an LLM directly to my external tools. Specifically: - Deployment: Are you running the MCP servers locally on your machine, inside Docker containers, or as a managed web service? - Isolation: How are you sandboxing them to prevent prompt injection from triggering dangerous actions? - Access: Do you use strict scope limits on API keys? I want to make sure I’m not opening myself up to data leaks or unauthorized access before I scale this up.
#7DaysAISChallenge - Website Building
I managed to built a website from scratch using claude code and it turned out to be fine. There are few more things to polish it but i tried my best. I used my wife's agency as a case study. Here is the link : https://designfy-web.vercel.app/ Let me know in the comments!
2 likes • 22d
I believe it would be better if the animation executes autonomously without requiring user interaction. Regardless, great job with the design.
🚀New Video: I Turned Claude Fable Into The Ultimate Second Brain
My entire life and business now live in one second brain, and Claude Fable understands it better than I do. In this video I walk through my full Claude Fable AI operating system using the four Cs framework: context, connections, capabilities, and cadence. You'll see exactly how my files and folders are set up, how I keep improving it every day, and the usage tips I rely on to get more out of it.
1 like • 23d
If he keeps doing that, we'll create a real-life J.A.R.V.I.S.! Haha.
A Question That Will Probably Help Many of Us
Hello! I'm kind of new to the community and as I learn how to use AI, I've been asking myself what I could do to help others with this knowledge and start working with automation/AI in an effective way. That said, I would love to hear what you guys are doing on a daily basis in your business or as a service for clients. Seeing some of you share your experiences in the comments will be a real game-changer for a lot of us. Let me know your thoughts in the comments!
0 likes • 23d
@Omar Moussali That's awesome! What tools are you using to build things like that?
0 likes • 23d
@Roman Hromenkov I do not possess established practical skill sets from prior occupations, so I am learning from lvl 1. That said, I have a general familiarity with business operations and technology, but I lack the exact framework to effectively leverage AI within business domains. That is about it—just trying to map out the trajectory. haha
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
4 likes • 29d
Hey, I'm Thomas, 27. I hope to start working with automation very soon as a side job, but with the mindset to dive deep and eventually build my own business. I have some mental blocks, but I'm working on them. It's been a while since I've been researching, studying business in general, and flirting with the idea for a while, but it's just very hard to take that first step. I would be glad to find the support to work on it here. Pray for me so I can fulfill my dream of becoming an entrepreneur.
1-8 of 8
Thomas Costa
3
33points to level up
@thomas-costa-4195
Trying to get it right

Active 16h ago
Joined Apr 12, 2026
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