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11 contributions to AI Automation Society
The 30 minute security checklist I run on every AI built app before it goes live
If posts like these are not allowed on here, then please forgive me mods. I have been lurking on this page for some time now, and know that many people on here building apps with use of AI tools (Claude/Lovable/Cursor, etc.). I have just seen many of the same security issues within the apps that I have audited thus far, and figured that a quick PSA styled post would be unequivocally beneficial :) That said, I have been auditing apps built with AI tools such as Cursor/Bolt/Lovable for quite some time now, and I have always noticed that the same security issues keep coming up in various different domains. With respect to AI generated code more broadly, regardless of the platform or medium that you choose to utilize in your vibe coding journey, I have noticed across the board that many of the exact same issues keep popping up all around. Citing what I have personally rendered from all of this, here is the exact checklist that I have distilled down and run myself on every build that I have encountered. This whole sequence takes ~30 to pull off end to end, and doesn't require any fancy tooling or deep technical knowledge; most of this is extremely rudimentary, yet high ROI all around. Security headers check: ~2 min (securityheaders.com) This check is one that is fairly straight forward to pull off, all you need is your live site link and access to the above URL. Running the check, what you are looking for is any grade above B; anything less than this from a security standpoint is a huge issue. In this case, improperly implemented headers mean that you are leaving your app open to a whole slew of possible exploits that simply do not need to happen; things such as clickjacking, content injection and cross site scripting attacks all become radically easier to pull off without any headers present to pose as a resistance layer. The fix here is most always a simple one line patch in your config, and given the risk that improperly configured headers pose, this is quite possibly one of the simplest yet high ROI patches that you could implement to galvanize your apps security. In my experience, missing X-Frame-Options and CSP headers seem to be the two most frequently overlooked in AI output.
0 likes • 2d
@Jade Williams It's unfortunate without a doubt, also seems to be the one area that AI is not quite yet up to speed with too. So all together, a pretty unfortunate reality for many builders in 2026 (and beyond, I'm certain).
0 likes • 2d
@Jade Williams Anytime!
Day#4 - Workflow Automation
What you deployed - scheduled dental client leads workflow, pushed to github and deployed on trigger.dev #AISChallenge
Day#4 - Workflow Automation
0 likes • 12d
@Joel Crasta Good stuff man, so then the scraper is pulling and storing contact details automatically per practice?? Also, how are you handling access control on the ClickUp side, is it just you or are there other team members with access to this data??
0 likes • 12d
@Joel Crasta At the stage your at currently that makes complete sense, though once you start adding team members ClickUp's permission model is definitely worth giving a quick look, as you'd want to ensure that not everyone has visibility into the full contact list just by default. Is this workflow just for your own prospecting or are you building it out as a service for clients eventually?
Project
Most startups begin with WordPress, and it works well for the initial launch. However, scalable platforms often hit a performance ceiling. But Vettedge.domains reached a point where plugins and templates were holding the product back: 1) Slow load times 2) Generic design 3) Limited flexibility for marketplace logic The team needed a faster, more scalable foundation. My co-founder Imran and I rebuilt the platform from scratch using: Next.js & React for speed and performance Tailwind CSS for a fully custom, brand-specific UI Server-side rendering to improve SEO and indexability The result is a marketplace that loads instantly, feels premium, and is built to scale as the business grows. Sometimes, drag-and-drop tools are enough — until they aren’t. Video Demo 👇 https://lnkd.in/dKaSZGMf If your MVP is outgrowing its current setup, happy to chat. We’re opening 1 slot this month.
Project
1 like • 13d
Looking sharp, Next.js is so underrated in this context. Also curious as to whats being utilized for auth/the backend data layer on the marketplace side of this??
0 likes • 12d
@Ibrahim Bajwa Me personally?? I'd say it definitely is dependent on the use case in question, for marketplaces I'd usually lean Supabase for the speed of setup alone. Though alternatively MongoDB Atlas would also be an interesting pick for this too, how are you handling access control between buyers and sellers on the backend?
New chapter of life
Starting tomorrow, I’m launching a public build journey. Goal: build and sell AI automation products/services to clients globally — and document everything openly inside this community. What I’ll be sharing: - AI automations I build - outreach experiments - client acquisition attempts - wins + failures - tools/workflows that actually work - pricing lessons - delivery systems - real-world use cases for businesses I’m not pretending to be a “guru.”I’m starting with execution first and learning publicly. The focus is simple:Build useful AI systems that save businesses time, reduce manual work, or generate revenue. Initial areas I’m exploring: - AI chatbots - lead generation automations - workflow automation - AI content systems - CRM/process automation - internal business assistants I’ll post updates consistently starting tomorrow. If anyone here is already building in this space, I’d genuinely love to connect, exchange ideas, and learn from people actually doing the work. Let’s see where this goes
1 like • 13d
@Subham Srivatsa Good read on that one, seems most businesses don't need a product rebuild but just need their existing stack talking to itself properly. Also what tools are you gravitating toward for the integration layer, n8n, Make, something else?
1 like • 13d
@Subham Srivatsa n8n checks for flexibility, but imho Make for speed is a smart split. Tool agnostic is definitely the right mindset at this stage as well. Best of luck all around!!
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. 😊
1 like • 13d
@Frank van Bokhorst Thank you! :)
2 likes • 13d
@Sam Alder Thank you!! :)
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Kj Hutchinson
4
83points to level up
@kj-hutchinson-9324
24 🇨🇦 | Founder @ HollowByte.io - Security Auditing for AI-Built Apps

Active 2d ago
Joined May 14, 2026
Canada
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