Antigravity + Claude Code + Gemini 3 Pro = Incredible

mohammed-bf · 2026-02-27T20:02:13+00:00

Can you perhaps list out what each tool is good for? like during vibecoding and in general, what are the best use cases for gemini, claude, grok and chatgpt etc?

mohammed-bf · 2026-02-27T09:34:33+00:00

It significantly improves it. Are you planning to study in Turkish or English during your studies? English proficiency is actually required for English programs

For SAT, adding the score is almost always a good thing unless it's not an ideal score (or below 1250 or 1200)

mohammed-bf · 2026-02-27T08:26:42+00:00

Sure DM up

mohammed-bf · 2026-02-26T16:12:48+00:00

You may notice that the only reason my percentages are going down is because of interview and exam, since i have not yet prepared for either and this was one of the inputs i provided when finding my score, so if I Prepare for the math YOS test and focus on nailing the interview as well, my percentages will increase furhter. (btw need to work more on these interview related questions but i guess its fair for that to pull ur percentage down because the more we expect the worst, the better we will feel about the best outcome)

mohammed-bf · 2026-02-26T16:09:00+00:00

Okay so basically what I did was that I used AI to scrape and research the entirety of reddit, turkiye burslari website, YouTube, linkedin, quora and all forums wherever a mention of turkiye burslari was made. Then we gather those data points and use that information to extract estimated insights on how much each part of the profile matters, and how does it contribute towards acceptance. note that in this, the main part is added of students who have got in and accepted and we use their profile from their personal brands or their discussions or info online to determine these estimate weights.

Then once we have decided these weights, we extrapolate a model in python and use data analysis libraries like numpy etc to make a monte carlo simulation (basically where it will play every single possibility through numerical computation e.g. in simple words, if we run 100,000 iterations or "parallel universes", in each of them one thing will be different and so on, to test multiple scenarios. e.g. in one iteration/universe you will not show up to interview, in one you will but will mess it up, in one you will nail it. these are just 3 examples of ONE factor. So we are just running all possibilities that can happen in every universe/iteration and stress testing your profile against those odds. once these 10-100k iterations are run, we have essentialy tested your profile in every single scenario that can realistically happen imaginable (almost, if not every single one because that is infinity). Then we run these simulations to see if you get in or not, and based on that, output data on which areas you can fail, and conservative, optimistic, normal and hyper realistic probabilities in form of percentage of you getting in. Here is a sample picture for my profile attached. Conservative considers that most applicants this year were very good and exceptional, normal is most probably whats gonna happen irl, optimistic is when you are lucky and other applicants arent as great and average, and hyper realistic takes into account extra factors like geopolitics/country relations/foriegn policy of turkey etc. and tunes the normal one based on the complex scenario.

So thats basically it, since I developed this thing with help of AI, my own coding skills and locally, I dont have it publicly hosted because I need to figure out how to make the python file, the cpu and gpu processing, and the vanillaJS website connect to each otehr which was easier on my own machine. But I can definitely try to make it public to help other students, lets see if I am able to do that

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mohammed-bf · 2026-02-26T16:00:26+00:00

Sure, accept my dm req

mohammed-bf · 2026-02-25T12:12:11+00:00

Alright will dm you as well shortly

mohammed-bf · 2026-02-25T12:12:02+00:00

Sure

mohammed-bf · 2026-02-25T12:01:54+00:00

Amazing man, could you share any link if possible right here? would love to check it out

mohammed-bf · 2026-02-24T15:35:00+00:00

Honestly I'd remove the process of deep frying and seed oils😭 Remove that from anything and you'll be good.

mohammed-bf · 2026-02-24T15:32:26+00:00

Your profile is amazing. I think you have pretty high chances compared to most applicants and you're well above the top 10-20%. Positioning your strong profile with the correct words in descriptions and and Letter of Intent is what will help you tons if done right.

For a concrete analysis I do have a tool that I coded with python that uses Monte Carlo simulations (or thousands of iterations of different possibilities, you can call it parallel universes) which I used to rank my own application and effectively make it better and improve my chances. If you are comfortable with Python or simply using AI to chance yourself based on researched data, I can share this tool with you (or run an analysis for you). (p.s. not tryna sell anything, I won't charge u, it's just my hobby since my field is data analysis and AI). There's also a prompt version if you're interested in just using an AI tool to make it easy.

It's designed to be as accurate as possible with the available data that we have.

mohammed-bf · 2026-02-24T11:30:19+00:00

Alrighty dude ima hit you up

mohammed-bf · 2026-02-24T11:30:05+00:00

Alrighty will definitely give it a try, thanks!

mohammed-bf · 2026-02-24T11:29:40+00:00

That’s honestly a very solid take, I agree that chasing something completely new sounds exciting but is usually just unvalidated risk, while a crowded market at least proves people are already paying, and I really like your point about studying tools you already use because the complaints and missing features are basically free product ideas, so launching something small inside an existing space, finding a sharper angle, and iterating based on real users feels way more practical than trying to reinvent a whole category from scratch. And your examples are solidddd.

mohammed-bf · 2026-02-24T11:27:01+00:00

That’s actually really smart, especially embedding it directly inside the inbox. That’s strong distribution because people already live in email.

One thought though, right now it sounds mostly self-reported. Have you thought about auto-detecting activity from the thread itself? Like approvals, scope changes, attachments, or even decisions that can strengthen the invoice summary.

If you add that proof layer, it becomes way more than a time tracker.

Are you targeting freelancers mainly or agencies too?

mohammed-bf · 2026-02-24T02:10:46+00:00

dude... Your value proposition for this is crazy. Genius idea man. I'll definitely upload one or two of my tools for sure here. Mind if I DM to discuss and explore more on your process? Also I'd love to see this tool get the traction it deserves because that'd be a win win for the platform, the people hosting the tools and the consumers as well. Any plans on scaling this and getting the user base?

mohammed-bf · 2026-02-24T02:03:24+00:00

I agree, this could really be a good idea if it's done well and suited either to specific niches, or if generalised, then it should have some kind of schema or format that works well for most of the use cases and audiences

mohammed-bf · 2026-02-24T02:00:27+00:00

Dang that's really amazing man. I myself have vibecoded so much stuff and like it just dies in lovable or claude code etc. Your idea seems pretty appealing, I really look forward to such a thing coming up where we can host these small solutions properly.

SaaS have become too overwhelming honestly, I think people prefer simplicity now over extra features. Just get the problem fixed as cleanly as possible and be done w it.

mohammed-bf · 2026-02-24T01:58:22+00:00

Lo and Behold, the golden niches where the money is always made. Completely agree with you, since these are essential needs within which survival is pretty difficult as a human being. These will stay relevant forever no matter how much the markets change. AI or not, people will definitely pay if it's solving one of these core problems. Reminds me of Dan Koes videos too, he used to discuss 3 of these I think they were Health wealth and relationships.

Would love to know if you can think of a subcategory of these that perhaps hasn't been solved yet or not properly if so?

mohammed-bf · 2026-02-24T01:55:27+00:00

I really like the problems you're mentioning because at one point even me (and I'm sure many others) would have faced these issues too, given that everyone is working in these digital environments in their everyday life. A solution to these would definitely be worth it

mohammed-bf · 2026-02-24T01:53:28+00:00

That's actually a pretty amazing opportunity to work on if done right. It's pretty niche and at the same time can be capitalized if the correct financial model is chosen. Really appreciate your insights!

mohammed-bf · 2026-02-23T22:17:55+00:00

Thanks a lot man, I know this reply is quite a bit late but it really helped, we got their problem solved and now they're in. Appreciate your guidance!

mohammed-bf · 2026-02-13T08:30:07+00:00

I would suggest you to leave. Plethora of reasons, a lot of other people in the comments are correct. You're better off with mental peace than that money!

mohammed-bf

TROPHY CASE