21 | I think, design & build sites
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Joined July 2021
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Hi, I’m 20.
I share what I think, what I design, and what I build.
On X, I’m here to connect with curious, passionate builders, problem-solvers, and thinkers.
If that sounds like you, let’s connect.
Imperva’s latest Bad Bot Report says automated traffic accounted for more than 53% of all web traffic in 2025.
On X, it sometimes feels like LLM bots replying to LLM bots to farm ad-revenue payouts.
Infinite scroll is dead weight now.
The next cool consumer apps might not have infinite feeds. They might be private groups where you can't buy or bot your way to the front table.
🤖 Made with AI
So Google was actually cooking…
I did say we'd be releasing our models periodically...introducing Gemini 4 Carbon, our next frontier model.
Following Argon's release just two weeks ago, Carbon shows the pace at which we’re pushing the frontier, it ranks #1 on the recently updated v5.0 of @ArtificialAnlys Intelligence Index at 59. It also leads across key cybersecurity evaluations scoring 88.2% on SEC-bench Pro for finding vulnerabilities, 54.8% on ExploitGym for exploitation, and 71.0% on CWE-bench for patching.
We’re seeing significant improvements in long-horizon tasks even compared to Argon, and we’ve strengthened frontier safeguards.
As we did with Argon, we’re going to roll it out gradually + responsibly. Some trusted cyber defenders will get access starting this week. We'll be expanding it to more partners through our Fairwind Program, ahead of wider availability soon, so hang tight!
Think of the people around you who, you like but have nothing in common with.
Now trace back the chain of dumb, low-probability coincidences that had to happen for u to meet them.
If a recommendation algorithm had been filtering your real life based on "past engagement history," u might never have met them because they would've been irrelevant noise.
What’s the weirdest butterfly-effect story of how u met someone cool?
It still breaks my brain that Math.random() in JavaScript isn't actually random.
It uses a PRNG. If you knew its internal state, you could predict the numbers it generates. So the numbers aren't truly random.
To get an additional source of randomness, Cloudflare points cameras at a wall of 100 lava lamps in San Francisco. Meanwhile, crypto.getRandomValues() gives you cryptographically strong random values using the browser's CSPRNG, which is seeded with sufficient entropy.
I wanted entropy for my site, so I'm thinking about using it. Any suggestions on how I can make the choices more unpredictable and chaotic?
Whenever an indie app goes viral, the founder writes a 15-tweet thread on their "genius distribution framework."
But we forget to mention that 400 other developers used that exact same launch playbook that same week and made $0.
Most breakout tech is just survivorship bias disguised as strategy. U can't just engineer virality.
But u can increase your chances by being present every day.
Aaaaaaand we're live!
outbid.lol
No ads. No API keys. No revenue sharing.
Just outbid your competitors to rank #1 and consider marketing done for today 🚀
At X, we're bullish on agentic coding.
But some things are worth doing the hard way,
out of necessity or just for fun.
Like driving a manual when automatics exist.
What's something you coded yourself recently, and why?
In 2012, if u found something on the internet, there was a chance u found it by dumb luck.
In 2026, that chance feels close to zero. Tech giants have optimized their algorithms so well that everything u see or hear might be by design.
They optimized for showing u what u like, but they might have killed serendipity in the process.
night owl builder check:
What’s something obscure you stumbled upon by complete accident late at night that permanently rewired how you think or build?
Please don't say "Paul Graham essays" or "Atomic Habits."
I want the weird, unhinged stuff you almost kept to yourself. Drop it below 👇
I find luck a fascinating concept.
Dumb luck exists, but I think making it easier for luck to find us is a better investment than building features for an app that has zero users.
Hard work alone can't make u successful, but hard work + luck can.
We’ll have one less day on Earth after today.
So, rather than always chasing the next task, we should pause, appreciate what we have, and reflect on how far we’ve come and what we’ve achieved.
Our phones aren't listening to us. Honestly, I wish they were; the actual math is way creepier.
Meta and TikTok don’t need audio. They track micro-telemetry, like the exact moments you linger on a photo, your thumb velocity, and the angle your gyroscope tilts at a certain time.
You get grouped with 10,000 strangers who move their thumbs like you. When a lot of them suddenly buy a specific espresso machine on Tuesday, the model serves you the ad on Wednesday, before your conscious brain even realizes you wanted it.
They didn’t hack our microphones. They simulated our thoughts mathematically.
We founders are hunting for freedom, even though we know it’s an illusion.
Real freedom doesn’t exist, nor should it. So, is it really worth it?
i've been working on random experiments
and learned a lot along the way. But now, I think it's time to build something serious.
it'll still be a hobby project, but this time, I want to build it properly a complete website with a fully functional backend and everything.
It feels good to be back after a week.
Things happened, so I had to take a break. I used that time to improve myself and cook up something fun.
Now, we're back at it again stronger and better this time.
It doesn’t matter how carefully you follow the rules; sometimes, things that can go wrong will go wrong anyway.
Quick update:my account seems to be shadowbanned
so, I tried not posting anything for the last 2 days. But I guess it still hasn't lifted.
Don't know how long it'll last, but I'll post once in a while to see if anything changes.
For now, it's just a temporary pause. I'm still learning and cooking up some interesting things.
In 2024, when AI systems were becoming popular, I asked myself:
If every model has its own biases, shouldn't we verify knowledge across different models?
That's how KnowledgeGate came to be.
I stopped working on it, but I still think it's a useful question.
