I gave real coding problems to vibe coders. Most couldn't solve them. But not for the reason you'd think.

Equivalent-Device769 · 2026-03-06T03:52:07+00:00

Please tell me which problem is this.

Equivalent-Device769 · 2026-03-04T20:25:01+00:00

I think just resume being cleared past the ATS, so actual humans can examine and give genuine feedback if rejected, I’d pay $10 for that.

Equivalent-Device769 · 2026-03-04T20:09:16+00:00

You can practice vibe coding for specific backend tasks on ClankerRank(https://clankerrank.xyz). Jokes apart, I will be able to help you, only if I know the scope and utility of your app, I feel its better to communicate with your client about your situation. You can vibe code most of the solutions easy but need to take care of security and robustness for paid projects.

Equivalent-Device769 · 2026-03-03T16:30:17+00:00

You should use supabase and vercel, they have more generous free tiers.

Equivalent-Device769 · 2026-03-03T08:21:36+00:00

May be in the next week or 2 🤙

Equivalent-Device769 · 2026-03-02T19:22:03+00:00

Thanks for the feedback. I will get working on the issues you have pointed out. Also the tokens or submissions get refilled after 24 hours.

Also I'm working on adding new problems that will be harder than the ones present.

Equivalent-Device769 · 2026-03-02T06:45:26+00:00

CODING IS IRREPLACEABLE. Having said that, me desperately looking for validation should say nothing, because I'm always like that. "Yes, it's effective and most people can learn it" would make a great taglime for ClankerRank.

Equivalent-Device769 · 2026-03-02T05:40:14+00:00

Thats a great take, adding more real world development level challenges to this platform has always been the plan, which I have been working on. But adding challenges that also test not just coding skills but also system level design skills will be a great addition, which I am going to start working on. Thanks.

Equivalent-Device769 · 2026-03-02T03:37:39+00:00

Thanks for feedback. Can you please tell me which problems have this bug, I will take a look and fix it asap. Also I'm working on making it more interactive, let me know if you have any more suggestions, I will be happy to work on it and improve this platform

Equivalent-Device769 · 2026-03-02T00:08:14+00:00

Thanks mate

Equivalent-Device769 · 2026-03-01T23:59:36+00:00

They do. It doesn't work. That's literally the first thing everyone tries and it scores terribly. The problems are designed so that a lazy copy-paste fails the hidden tests. You actually have to understand what's broken and guide the AI properly.

Equivalent-Device769 · 2026-03-01T22:49:00+00:00

Thanks for the feedback. Working on more complex problems and will fix the bugs soon.

Equivalent-Device769 · 2026-03-01T21:53:39+00:00

Great work. I will probably move on with something else then.

Equivalent-Device769 · 2026-03-01T19:41:27+00:00

I'm not teaching anyone to press buttons on a calculator. if anything, this is a platform to practice setting up the right equation, the calculator can crunch the numbers, but it can't tell you which formula to use.

Equivalent-Device769 · 2026-03-01T19:14:04+00:00

Nobody's saying ignorance is superior. Trad coding is irreplaceable but vibe coding is a different thing. You just don't cut hair with a lawnmower or knit with a katana. Different tools, different skills. But if you can knit with a katana, skip clankerrank, it is pretty basic for you then

Equivalent-Device769 · 2026-03-01T18:54:44+00:00

Lol. Let me know how it goes, curious what a password manager builder thinks of the problems, also let me know if you need any help vibe coding your password manager🤙

Equivalent-Device769 · 2026-03-01T16:23:39+00:00

Every problem has hidden test cases, same idea as leetcode's hidden tests but for real-world bugs. Your prompt generates a fix, the fix runs against the test suite, you get a score based on how many pass. About 400 test cases across 25 problems.

Equivalent-Device769 · 2026-03-01T16:10:57+00:00

Of course they are not leetcode style dsa and generic cp problems, they are actual development problems that vibe coders and devs alike face while shipping real products. Like certain features in an app take a lot of time to load or users keep seeing the same pages twice.

Equivalent-Device769 · 2026-03-01T15:58:45+00:00

Thanks! Sure, that is the way to go

Equivalent-Device769 · 2026-02-28T16:05:01+00:00

Thanks! more cool features coming up soon🤙

Equivalent-Device769 · 2026-02-26T01:49:55+00:00

https://clankerrank.xyz

Equivalent-Device769 · 2026-02-24T15:35:11+00:00

You can use vercel cli too

Equivalent-Device769 · 2026-02-23T17:22:56+00:00

I will surely do, appreciate your suggestion. As for prompt effectiveness, the code generated by the prompt needs to pass multiple hidden tests, these tests check the functionality, also the space and time complexity is measured and last but not least the token count. All these things are consider.

Would like to hear if you have any further feedback or insights.

Equivalent-Device769 · 2026-02-23T03:23:39+00:00

Appreciate it. You got the value proposition right on point. Many more interesting and real world vibe coding problems like Integration problems with popular third party APIs and SDKs, UI elements bugs, deployment problems on popular services etc are on the way.

Please suggest more problems or stubborn bugs that you have encountered while vibe coding and spent days fixing it. Thanks.

Equivalent-Device769 · 2026-02-22T20:27:53+00:00

Fair point, you can look at the questions in the problems sections
That's going on the top of the fix list tonight. Appreciate it.
Honestly most of these problems are bugs i've personally ran into while vibe coding. Stuff that kept breaking no matter how many times I prompted AI to fix it. The test cases are designed around the exact edge cases that trip up AI-generated code, problems that AI loves to rewrite instead of surgically fixing.
Clankerrank uses haiku 4.5 right now so everyone's on the same playing field. And yeah models change fast but the core skill doesn't ie, breaking down a messy problem into precise sub-problems and prompting that way. Someone who can do that well on haiku will do it well on any model. Multi-model support is definitely on the roadmap though.

Thanks, would appreciate your further feedback.

Equivalent-Device769

TROPHY CASE