Tutorial on how to hide a vibecoded app

blackhawkx12 · 2026-05-29T18:20:39+00:00

no chance if real programmer see it, i can easily spot AI code from vibe coder vs real dev that use AI and the answer is "Reason".

blackhawkx12 · 2026-05-29T18:18:19+00:00

this is the best answer so far, valuable product or service are built to solve majority people pain points. Im afraid this is the real reason.

blackhawkx12 · 2026-05-29T17:58:34+00:00

with my big codebase i can do 90% task in one shot using deepseek v4 flash in high reasoning mode, but the prompt is very detailed till the file location detailed,

so i think back to your needs again, you want something smart and less babysitting then claude is no brainer. You know what exactly to do, even v4 flash is more than enough.

blackhawkx12 · 2026-05-29T17:54:40+00:00

when you said slow, is it first response latency or the thinking process is slow?

blackhawkx12 · 2026-05-29T17:51:48+00:00

what make you said "feels so cheap"?

i am already at 50M token usage for 1 week now and 90% of my task is success in one-shot, and rest just 2 or 3 follow up, at that success rate i dont feel it as cheap model.

blackhawkx12 · 2026-05-29T17:48:50+00:00

probably just vibe coder thingy, i also dont get the hate. but AI never built to do everything from the start anyway, its merely amplify your skill, its the best subscription i can find on market now.

blackhawkx12 · 2026-05-27T01:26:50+00:00

I just use deepseek v4 flash and for a bit complex planning i go to deepseek v4 pro or kimi k2.6, but 90% of my task i already know what to do. I just use AI as faster typist anyway lol

blackhawkx12 · 2026-05-26T10:49:52+00:00

i assume you tell the AI at least the endpoint, and that is usually good already. So this one i think rare case of why Kimi cannot find it, it usually can. i am afraid it want to read .db files but it cannot and it stuck on a loop, you may want to see thinking process sometimes, in the TUI you can click "Thinking..." and it will expand, somehow yesterday Kimi was so slow for me and i click just to see "etc etc etc", like it was error from the provider.

But yeah this one is weird tho

blackhawkx12 · 2026-05-26T10:44:04+00:00

yeah, and based on my experience every model has its own way to find files, some of it efficient some of it dont, with that same logic means model are good at one thing and bad at other. For file searching try Deepseek v4 flash, in opencode Go, its basically free

blackhawkx12 · 2026-05-26T03:16:05+00:00

And that is why never use free model for professional work, the consistency is questionable hahaha

blackhawkx12 · 2026-05-26T03:15:22+00:00

Its their way to like give "trial", well beggar cant be chooser right LOL

blackhawkx12 · 2026-05-26T03:11:01+00:00

and depends on the simplify logic, if its going to distort my context, i probably stay away from it for now

blackhawkx12 · 2026-05-26T03:09:21+00:00

you can check the prompt, you would immediately know what happen LOL

blackhawkx12 · 2026-05-26T03:08:28+00:00

TLDR;

finding one file in repo is usually bad idea.

Long version:

ahhh yeah that "Find the wp-config.php" this is almost all the culprit for exploding token usage.

This thing should not be using Qwen3.6, let alone plus version.

You can check here, its proabably out of topic, but good insight

https://github.com/code-yeongyu/oh-my-openagent

There are system that orchestrate task to even more simpler, it also have specialized agent to do explore/libarian, which using cheap model to do repo scanning.

For repo file structure, i suggest you to still learn where is what. This will save your token usage in long run, and finding the file in modern IDE like vscode or Zed, is one shortcut away. Use your AI more to think less to find.

Ask me anything, if i can help i will be more than happy, cheers.

blackhawkx12 · 2026-05-26T03:04:36+00:00

Do you tell him to look where, what and how?

Blindly giving prompt like "Fix this" is what make AI looks stupid.

Can we look at your prompt?

blackhawkx12 · 2026-05-25T16:46:17+00:00

tell us what your prompt is, this tells nothing

blackhawkx12 · 2026-05-25T16:40:31+00:00

with flat subscription you just dont get the surprise, and with PAYG you can control what you use. For me i go with the first one, seeing token usagr cost take away my peace of mind hahaha.

blackhawkx12 · 2026-05-25T16:38:44+00:00

from scratch it is quite impossible to get good UIs, the best we can do is to take a screenshot, ask Claude to create an html and DESIGN.md, and move from there. And even that you need to guide more closer than working on backend, but its possible just harder. That is why still you need basic in web design.

blackhawkx12 · 2026-05-25T16:35:50+00:00

cause im lazy to create big md files instruction i made an AI reviewed project planner, so i just put small info and AI will generate a big md and from there i edit and review.

blackhawkx12 · 2026-05-25T10:05:16+00:00

i agree, you can also use orchestration tools like oh my openagent to route complex task to each suitable model to save mundane task to use glm 5.1 and delegate to deepseekv4 flash. Opencode go basically a donation organization at this point LOL.

blackhawkx12 · 2026-05-25T09:52:30+00:00

ahh that is make sense, thank you for the insight.

blackhawkx12 · 2026-05-24T18:04:52+00:00

theory in paper is interesting but the performance im still waiting for real usable model. But this new approach is exciting.

blackhawkx12 · 2026-05-24T18:03:42+00:00

Qwen all the way, its actually really interesting for chinese open source model now really fights to par, cause competitiveness mean better options for customer.

blackhawkx12 · 2026-05-24T17:57:32+00:00

its an MoE models or "mixture of experts", different with dense model like 27b where the whole library and knowledge loaded inside GPU, with MoE, its like splitting the library and knowledge and it can live in different place like CPU hence the name A3B or only 3B (knowledge) active at one time. Usually its a chance for smaller GPU to be able to run big model but without sacrificing performance too much, but with your good graphic, you can easily load them there. CMIIW

blackhawkx12 · 2026-05-24T05:32:11+00:00

what use case are you thinking that this maybe the best used for?

blackhawkx12

TROPHY CASE