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AI Automation Society

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10 contributions to AI Automation Society
Niche down or cover all bases?
Hi everyone, just a quick one today! I have seen people talking about their AI Automation businesses and noticed a real divide. Lots are saying about niching down to one AI service and mastering that, which I get, but then loads are also saying that the best thing to do is learn and cover all bases of AI Automation and to understand what a business needs so you can be there and supply no matter what... I just want to hear what you guys think, from your experiences, and what do you recommend me doing? Narrowing down hard on a certain service I know lots of businesses in my niche need? or taking more time to learn more services so I can be a 'jack of all trades' to businesses?
3 likes • 5d
I learned this many years ago from a marketer. Imagine you have a bad headache and you go to the pharmacy to get help. You see a glowing jar on the top shelf with a label that says “Medicine”. Do you buy that jar or do you buy the little box of pills that says “Migraine Headache Relief”? That’s the power of focusing and being specific.
Where should a complete beginner start with vibe coding?
Hi everyone, I'm currently exploring how to use AI and vibe coding to build a simple centralized management system that can manage products, orders, inventory, and operations across multiple platforms like Amazon, Walmart, TikTok Shop, and others in one place. I've watched several YouTube tutorials about vibe coding, but most creators seem to start with an existing project folder and codebase, then use Claude Code (inside VS Code or Antigravity) to continue developing from there. The challenge is that I'm not a developer and I've never written code before. Because of that, I'm not sure where the best starting point is. Has anyone here started from zero coding knowledge and successfully built a tool or system using AI? If so: - What was your learning path? - Which tools would you recommend for a complete beginner? - Should I learn some coding fundamentals first, or can I start directly with AI-assisted development? - Are there any tutorials, courses, or workflows that helped you get your first project working? My goal isn't to become a professional developer. I just want to build an internal system that helps manage multi-channel e-commerce operations more efficiently. I'd really appreciate any advice, resources, or beginner-friendly workflows. Thanks in advance!
2 likes • 5d
My best advice is to narrow your focus to keep the app small. I’ve been programming for 40 years and just recently built my first app with ai in a language that I don’t know. And the app that I chose was a simple timer app. There’s no way even for someone with years of experience to build an app alone with the scope that you mentioned.
Cybersecurity concerns
I’m looking to start developing and deploying some websites, and eventually an app. However, looking online, I’m always seeing the cybersecurity risks and how frequently bad actors attempt things like SQL injections—which, honestly, is the main reason why I don’t want to self-host n8n. To stay ahead of these threats, I've already implemented some guardrails on my projects, like using Cloudflare Zero Trust and setting up rate limiting. Is there anything else I should explicitly look out for or take note of before I fully release my product? Or is there anyplace I could start to delve into this world of cybersecurity?
1 like • 5d
Think about monitoring too. Ask your ai what it can suggest to monitor and be ready to shut things down if it detects an attack that was not prevented. That gives you the ability to take action early.
Deleted 6 hours of work today.
Not because it was broken. Because it made the product worse. 😭 I built this whole feature thinking: "People are going to love having more control." Then I watched someone use it. They got confused. Clicked around. Ignored half of it. And eventually asked: "Which option am I actually supposed to choose?" That hurt. Because the feature worked exactly as designed. It was just solving a problem nobody had. So I removed it. The product instantly felt cleaner. One thing I'm learning: The hardest part of building isn't adding things. It's knowing what to kill.
1 like • 5d
@Youssef El Merrouni In traditional software development, this would be a huge win. Not a mistake at all. I wish that I could get customer feedback after just 6 hours.
1 like • 5d
@Elias Chaldean I don't think you wasted time or energy at all. I think what you did was amazing to be able to make a decision based on customer feedback after only 6 hours.
Managing Claude attribution
Recently in my day job, our VP messaged me to say that he wasn't happy about a comment that I made. He said that I should not be copying Claude responses and pasting them as my posts. Because the post contained the word "I" which was confusing to him because it was obviously from Claude so did "I" mean Claude or me? I explained it to him that it doesn't matter who formatted the text. I'm the one posting it so "I" meant me. Anybody else have similar issues where you are using AI to generate messages or content and it becomes confusing who is being referred to? One thing that can help clarify is to add an attribution - Written by Claude. Or something similar.
0 likes • 5d
@Yashraj Mahedu I was referring to an internal post on the company’s system to track customer issues, bug reports, and other work items. I used Claude to analyze our software logs and concluded that a customer reported problem was the same as another work ticket. But my question could also apply to publicly available content such as social media.
0 likes • 5d
Yes and that's what I do sometimes when I just want to copy and paste from Claude. I thought this simple issue was worth mentioning to the group here too.
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Abdul Wahid Tanner
3
41points to level up
@abdul-wahid-tanner-5536
Software developer, author, youtube and app creator.

Active 9h ago
Joined Jun 13, 2026
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