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193 contributions to AI Automation Society
Cloudflare just made AI security free for everyone
Cloudflare just made AI security free for everyone Quick one worth knowing. Cloudflare announced AI Security for Apps is now generally available. The part that matters: AI discovery is free on every plan, including the free tier. What does that mean for you? If you're building anything with AI (chatbots, agents, automations, internal tools), Cloudflare can now automatically find and catalog every AI-powered app running on your infrastructure. It works regardless of which model you're using or where it's hosted. Why this is worth knowing: Most people building AI tools don't think about security until something breaks. Rogue AI tools are a real problem. People spin up AI experiments, connect them to real data, and forget about them. Cloudflare's discovery feature finds those forgotten deployments so you can decide what stays and what goes. The practical takeaway: If you're on Cloudflare (even the free plan), turn on AI discovery. It takes minutes. You can see every AI tool running on your site. That used to cost real money. And if you're building AI tools for clients or your own business, this is a free security layer you can add to any project. "We secured it with Cloudflare AI protection" is a real thing you can say now. In a client meeting, on a project page, wherever it matters. If you're on Cloudflare, go poke around your dashboard. If you're not, this is a good reason to look at it.
Cloudflare just made AI security free for everyone
4 likes • 11d
Great callout @Matthew Sutherland! Thank you for sharing!
Got my First Paid Client!!!
It’s been a wild ride since I started my AI journey last November. I’ve been following AI for a while, and today I got my first paid client. It's a simple Instagram automation. It’s not a high-ticket automation yet because I’m still learning and exploring the possibilities. But things are finally starting to move, and I’m confident I can do much more. Excited to see more wins from everyone and grateful for the support along my journey. 🚀
Got my First Paid Client!!!
1 like • 30d
Nicely done @Tanvir Rahman! #KeepGoing
How Do I Develop Strong “Automation Thinking”?
Hi everyone I recently received advice from an experienced automation developer: “Focus deeply on mastering automation thinking before tools.” That really stuck with me. As a beginner in AI workflow automation (planning to freelance in the future), I want to build the right foundation instead of just learning tools like n8n or Zapier randomly. For those with experience: How did you personally develop automation thinking? What exercises or practices helped you most? How can I train myself to think in systems instead of just steps? I’d really appreciate practical guidance. I’m serious about mastering this properly.
1 like • Feb 28
In my personal opinion... 1. Use "steps" towards understanding and building a simple/version 1 system 2. Once the v1 system is in place, reflect on how you got there 3. Repeat steps 1-2 until you have 3 "version 1" systems 4. Review the 3 systems and see/write out/journal what you did consistently across all 3 5. Think on what you did consistently across all 3 and how you could do it better 6. Write out what you think you could have done better (aka "improvements") 7. Apply the "improvements" in the next "series of steps" (aka a system) 8. Repeat steps 4-7 Now you've trained yourself to think in "systems" by understanding the elements that go into a system + how to do it better. The more you do this, the easier it becomes to evaluate an existing system (and seeing how to improve it) because you have the experience (that you imposed upon yourself) to "evaluate the whole" by knowing "what's within". In short: We (humans) learn best by doing. Do enough. Think about what was done. Recognize patterns. Repeat.
n8n or claude code?
I've been learning how to use n8n for almost 5 months now and, in fact, I have an actual server running my automations. The problem here is that I have also seen a lot of people changing from n8n to claude code. I don't want to make the change now and after that kick myself for not continuing building in n8n, so that is why I write this post. My long term objective is to learn how to make money with AI selling this services to businesses or customers, and I am afraid of losing all the progress that I made just because of the explosion of claude code and these agentinc AI tools. Which would be the best way to combine both of them (n8n and claude code) in order to build this automations the most effective way? Or is it actually worth changing completely to claude code even though I would let n8n behind?
0 likes • Feb 27
@Javier Cobo Domínguez I agree with @David Williams 💯%
You're solving problems that don't cost anyone money.
Most AI builders are solving problems that don't cost anyone money. That's why nobody pays. You'll build a tool that saves someone 15 minutes per day. You'll charge $50/month. They'll say "interesting" and never buy. Why? Because 15 minutes isn't expensive enough to fix. Here's the filter: if the problem you're solving doesn't cost someone at least $10,000 per year in time, money, or lost revenue, it's not a business problem. It's an inconvenience. Inconveniences get upvotes. Business problems get budget. Cold email works because it targets business problems. You're not selling convenience. You're selling pipeline. And pipeline is measured in dollars, not minutes. 1,000 emails → 20 conversations → 4 closed deals → $40k in revenue. That's not solving an inconvenience. That's delivering a business outcome. Most technical people fail because they optimize for cleverness instead of cost. They build something impressive that saves someone a little bit of time. Then they're confused why nobody opens their wallet. If you want someone to pay you, solve a problem that's already costing them real money. Otherwise you're just building a cool demo. If this hit you like a ton of bricks, why?
2 likes • Dec '25
Solid reminder @Deo Kotev! Appreciate you for sharing it!
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Marcus Williamsley
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@marcuswilliamsley
Helping businesses grow confidently in a changing world through AI & automation for Sales and Operations.

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Joined Jun 18, 2025
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