South Stack

@Palakonweb Hi Palak! Mysouthstack.com

Morning devs Drop your apps/products/ saas/ websites below

AI-generated code can look impressive on the surface. - Clean UI. - Working buttons. - Nice animations. - Fast prototype. But pretty does not mean secure. A polished front end can still sit on top of broken permissions, exposed API routes, poor database structure, or fragile backend logic. This is where a lot of AI-built products get dangerous. The demo is not the product. The product is what happens when real users start touching it. What part of an app do you think founders underestimate the most?

A lot of founders are building apps with AI right now. That is a good thing. The barrier to creating software is dropping fast, and more people can test ideas without spending $50k upfront. But building is only half the game. The other half is knowing whether the thing is actually production-ready. AI can help you move fast. But before users touch it, a human should review the foundation. Would you rather launch fast and fix later, or slow down slightly and launch cleaner?

@foxtomb232 Building mysouthstack.com Connecting founders to qualified developers

What did you build this week? Drop your project URL 👇🏻 Let’s drive some traffic

@molaerga P.S ….. we can help with this!

Rejected again 😭

Vibe coders are getting sued. People are launching apps with real users but skipping the boring stuff that can actually kill the product. A developer with 20+ years of experience just shared the pre-launch checklist every AI builder should run: → privacy policy if you collect user data → know where user data is stored → check security headers → scan against OWASP basics → look for SQL injection / XSS / auth issues → make sure .env values are not leaking → check API responses for sensitive data → remove secrets from logs → never expose API keys in frontend code → move keys server-side or behind a proxy → add rate limits before someone burns your API bill This is what most vibe coders are missing. AI can help you build the app. But if you launch without security, privacy, and abuse checks... you didn't ship a product. you shipped a liability.

@PrajwalTomar_ This is exactly why we are in business, AI has increased the speed of idea to reality but if you don't audit your codebase it turns into a liability. If anyone needs a developer feel free to reach out.

This is the correct way of using these amazing tools. For a MVP to get you through a demo phase, AI is perfect. For actual longevity it is essential to have senior eyes on a project, that's where we come in!

Great things can often fail at scale, we are here to make sure that does not happen. Whats something you are currently building that you are hoping you can bring to the next level?

@notHotChaddi @rutu_3 I would optimize a mobile broswer state, that way it avoids clutter on mobile.

@MySouthStack @rutu_3 Thanks! Any feedback?

Good morning everyone Share what you are building 👇🏻

The biggest risk with AI-built apps is not that they “do not work.” It is that they work just enough to make you feel safe. - The login works. - The dashboard loads. - The demo looks clean. - The Stripe flow seems fine. But underneath, there might be exposed secrets, weak auth, messy database rules, or no real error handling. That is why launch readiness matters. What is the first thing you would check before pushing an AI-built app live?

@Tech_girlll Kind of, but a little broader. Debugging is part of it, but the bigger piece is launch readiness, less fixing one bug and more making sure that everything works as intended at scale.

@MySouthStack More like a debugger?

The hardest part about vibe coding is not understanding the code the AI wrote

@Tech_girlll Basically, if someone builds with tools like Cursor, Codex, Bolt, Lovable, etc., we connect them with developers who check the code for security, architecture, scalability, bugs, and launch readiness before real users touch it.

@MySouthStack What do you do?

@justbyte_ I personally am a big fan of codex.

Be honest, which Ai model is worth using in 2026?

@JinjingLiang Codex !

Now that Claude is out, which one are you using?

It’s amazing, if you have not tried it give it a shot!

AI coding tools are not replacing developers. They are replacing the first messy draft. Cursor, Codex, Bolt, Lovable, etc. can get a product moving fast, but the real question is what happens before launch: - Is auth secure? - Are API keys exposed? - Can the app scale? - Are edge cases handled? - Is the architecture clean? - AI helps you build faster. A good dev review helps you ship safer. Would you launch an AI-built app without a second set of eyes?

@notHotChaddi @rutu_3 Nice!

@rutu_3 very early but here it is waku.nareshkhatri.site

@rutu_3 Code auditing! Mysouthstack.com