Kanyasi Bence

16. building a coding agent that checks its own work before it ships. 763 commits in 90 days, $0 revenue, all of it in public.

[Kanyasi Bence @benz__002]

Everyone pays a premium for the "best" AI model. I ran a test to see if it's actually better than a cheap one, or if we're all just paying for the brand.

I took 3 competitive programming problems from June 2026, published AFTER both models' training cutoff. Neither could have memorized the answers.

I ran them through Claude's top model and through a model that costs a fraction of the price. Graded on one thing: did the code pass the hidden tests. Then a blind judge scored both solutions.

Both solved all 3. The judge scored their correctness dead equal.

The cheap one cost 58x less. $0.007 vs $0.40 for the same work.

Almost every AI app you pay for is hardwired to the expensive model and bills you for it on every message. You're not paying for better answers. You're paying for the logo on the invoice.

[Kanyasi Bence @benz__002]

Employee: 4k, 4k, 4k, 4k

Freelancer: 1.5k, 2.5k, 3.5k, 2.5k, 1.5k

Entrepreneur: 0, 0, 0, 0, 6k, 12k, 25k, 40k, 120k, 600k, 1.2M

Startup Founder: 0, 0, 0, 0, 0…

[Kanyasi Bence @benz__002]

Free traffic thread. 🔥

Drop what you're building.

[Kanyasi Bence @benz__002]

X creators,

which milestone felt harder?

-your first 1K followers
-your first $1K from X

[Kanyasi Bence @benz__002]

Sell me your startup

One sentence max

[Kanyasi Bence @benz__002]

I've never met a Vibe coder who uses Gemini for coding.

[Kanyasi Bence @benz__002]

Would you rather have:

- 10 customers you're super close to
- 1,000 followers who don't really know you?

Which one you take?

[Kanyasi Bence @benz__002]

AI is making average founders dangerous.

What’s making the top 1% unstoppable?

[Kanyasi Bence @benz__002]

Looking to connect with people who’re building cool products/services!

- AI
- Automation
- Web tools
- etc.

Drop your product & let's connect! 👇

[Kanyasi Bence @benz__002]

You just sold your company for $ 50M.

What’s the first thing you buy?

[Kanyasi Bence @benz__002]

Do people actually push .env files to GitHub?

[Kanyasi Bence @benz__002]

Pitch your startup in one line.

If I’m interested, I’ll sign up. 👇

[Kanyasi Bence @benz__002]

I want to be someone's first customer.

Drop ur startup link

[Kanyasi Bence @benz__002]

Drop a link to what you're working on 👇

I'll take a look.

[Kanyasi Bence @benz__002]

AI takes 2 hours to build the mobile app

Apple takes a month to review it…

[Kanyasi Bence @benz__002]

how many products are you building at the same time?

Just 1?
A few?
Or a whole portfolio of unfinished ideas?

[Kanyasi Bence @benz__002]

What do you prefer:

-Marketing
-Building

[Kanyasi Bence @benz__002]

How do you handle your failures?

[Kanyasi Bence @benz__002]

Hey @X algorithm 👋

Looking to #connect with people who are into:

AI
AI Agents
Full-stack development
Open Source
Indie Hacking
Building AI Products
SaaS
Build in Public
UI / Product Design
Shipping & Iterating

If you’re building too, let’s connect 🤝

[Kanyasi Bence @benz__002]

One post can change everything!

Share your project!

[Kanyasi Bence @benz__002]

Thank you for the 150 followers
Next is 200!