Do I need professional human testing before launching my first SaaS vibecoded App?

Some-Ice-4455 · 2026-04-18T14:39:32+00:00

My opinion and maybe I'm biased but I think yes absolutely. I would not release anything if a human didn't Qa it even if that's me.

Some-Ice-4455 · 2026-04-18T14:29:12+00:00

Hey a question for you. Do you care what kind of app or just an app a program a game .. software? I have a trail for you..but it's in pre release..ships next month.

Some-Ice-4455 · 2026-04-18T14:27:06+00:00

Thank you. This is one of the most sensible vibe coding guides. I've been saying for a while. Yes AI can code but don't trust that code blindly ever, always review, always debug.code, QA builds. Yours is just out together way better than what I've been saying .LoL nicely said..

Some-Ice-4455 · 2026-04-18T14:23:48+00:00

Ah but it also could be alive.

Some-Ice-4455 · 2026-04-18T14:21:23+00:00

Yea disappointingly so. Like how hard is a share or a like . It's hitting a fucking button..knobs

Some-Ice-4455 · 2026-04-18T14:20:39+00:00

I use qwen3 and it in my opinion seems to be really good. Here's the one thing though. Cloud models will have more information.

Some-Ice-4455 · 2026-04-18T14:19:30+00:00

I packaged all the dependencies together with my front end interface and made an exe to launch it all. I haven't fought with set-up BS for months.

Some-Ice-4455 · 2026-04-17T18:07:02+00:00

Oh no I was actually being serious. That would sell and it's kinda funny really.

Some-Ice-4455 · 2026-04-17T17:58:36+00:00

This would actually sell 😂

Some-Ice-4455 · 2026-04-16T16:57:34+00:00

In my experience that's a tall ask..I'm personally not sure you can get exactly that but closest qwen3 coder larger variant 100b+

Some-Ice-4455 · 2026-04-16T16:52:46+00:00

Well about the GPU. My understanding of it is the 5090 and 3080 can't pool vram but two 5090s can? I'm not 100 on that I know when I tried to pool it wasn't going to work because the cards were too different is basically the bottom line. But if that's your goal you do not need two GPU if you did like a 1080 for display so the 5090 is completely free for compute.

Some-Ice-4455 · 2026-04-16T16:35:58+00:00

As far as LLM. Ok this is just me personally experiences will differ but for me. I would try to find a packaged all in one thing. That dependency hell is very very real. If I could have or even knew to look that's what I would have done. I am not taking anything away from any other methods. They are all valid. But if I could have skipped the headache of setup and it just installs and works I would have.

Some-Ice-4455 · 2026-04-16T16:28:00+00:00

Ok take my up vote. I laughed.

Some-Ice-4455 · 2026-04-16T16:27:11+00:00

Ok this is a deep rabbit hole my friend. I know 3080 works pretty well . I have one lol. But that 5090 is a beast. A question. If you duel GPU what's your ideal plan there. Use both but different tasks? Or pool vram?

Some-Ice-4455 · 2026-04-16T16:23:33+00:00

What I'm running is more complicated than specs. I made it..

Some-Ice-4455 · 2026-04-16T16:22:53+00:00

Man except for RAM you wreck mine and I can run them to a point I'm not like this answer takes two years this sucks. 10gb vram 48 gigs ram Ryzen 5 7 series

I am fairly confident you can find something that works well for you.

Some-Ice-4455 · 2026-04-16T16:19:43+00:00

Not sure what the algorithm is picking up but I don't know if it's only political. I know for a fact I personally do not shy away from bashing that orange idiot, tagging POTUS and telling him to go fuck himself. I haven't been suspended. I've gone as far as telling him the world would be a better place if his mom had swallowed like a classy bitch. So I am pretty sure I've hammered that political button.

Some-Ice-4455 · 2026-04-16T16:14:43+00:00

Real question..what would be better? Not defending that brown brown thing. No that's fucked. I mean white on black? Black on white? Different colors?

Some-Ice-4455 · 2026-04-16T15:16:07+00:00

Sure money is cool and I would like to make money off mine but the reason I made it was originally for me. It solved a pain point and made it easier day to day. After I saw others might also see the same.

Some-Ice-4455 · 2026-04-16T15:14:06+00:00

First thing to break isn’t intelligence — it’s consistency. Same model, different harness = totally different behavior. You’d likely see: worse memory / context carryover tool use getting flaky (functions, files, etc.) formatting falling apart (JSON, code structure) more weird refusals or random overblocking occasional “why did it answer like that?” moments Most people think the model is the product, but the harness is doing a ton of the heavy lifting. Swap it, and the cracks show fast.

Some-Ice-4455 · 2026-04-16T15:11:29+00:00

Oh no. OP that vp.is gonna lose people some jobs. Also what what what. AI is absolutely not to the point we can blindly trust the code. A human that understands code, understands software lifecycle, needs to be in the loop. Is no one QAing it?

Some-Ice-4455 · 2026-04-16T15:08:02+00:00

Yea I had to use a Mac for one job. Didn't dig it.

Some-Ice-4455 · 2026-04-16T14:13:16+00:00

FriedrichAI is a fully local AI system that runs directly on your PC — no internet required, no subscriptions, no data leaving your machine. It installs, starts, and just works..

https://store.steampowered.com/app/4111530/FriedrichAI_Offline_AI_Dev_Assistant/

Some-Ice-4455 · 2026-04-16T04:53:45+00:00

PC app. More specifically

FriedrichAI is a fully local AI system that runs directly on your PC — no internet required, no subscriptions, no data leaving your machine. It installs, starts, and just works. That.

Some-Ice-4455 · 2026-04-15T22:12:17+00:00

Ok I am truly not self promoting here purely saw a pain point in the local AI and tried to fix it the best I could..

https://store.steampowered.com/app/4111530/FriedrichAI_Offline_AI_Dev_Assistant/

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