I'm building in the Crypto World's Fair Hackathon, powered by @Colosseum!
colosseum.com/hackathon/soci…
Excited to be judging Burning Token in San Francisco!
So hackathon competitors—feel free to reach out for feedback, guidance, or a quick consultation!
SooparAI retweeted
Great job to @solana for hosting @SolanaConf in NYC 🥳
It’s not easy to please a web3 crowd but I think they did a fantastic job:
🎤 great speakers
🫂 good networking opportunities
🍲 good catering
☕️ Coffee bar by @RaposaCoffeeCo
Only critic I have; The number of side-events were low. Perhaps since it was the first solana conference in N.A. and also located in NYc ($$$) companies didn’t host big events compared to the flagship crypto events.
Is it just me? or have agents been getting progressively dumber, guzzling credits and taking more time to complete the same tasks?
SooparAI retweeted
The curse of discipline is that every day looks the same. The curse of indiscipline is that every year does.
Across 17 seasons and ~1,400 pitches, the Sharks on @ABCSharkTank have backed a pure software product maybe a dozen times — under 1% of everyone who's walked in the door.
There's a lesson in that if you're building software. ✍️
Call me Wolf of all streets. I've been studying for the CFA, SIE, Series 3/6/7 and Series 63 just for fun. 🤷
Switching from token-maxxing to education-maxxing, can never go wrong with investing in yourself.. 📚
Mind blown. 🤯 Jellyfish don’t have a brain, they have a decentralized "nerve net." If you cut one in half, both sides just keep swimming with zero awareness of each other.
Computer scientists actually use this biology to design hack-proof data centers that stay up even during major cyber attacks. Nature’s original internet! 🪼💻
Cloudflare Inc.
NYSE: $NET should cross $500 within 1 year (Q1 2028)
50-75% ROI with very little risk because of fundamental value and market positioning , great long-term hold even if it dips.
MY LOGIC: If they decided to charge every website using cloudflare even $1/mo instead of such a generous free tier the stock could even reach $800-$1000+ over the next 10-12 business quarters.
No sitting U.S. president has ever come close to this. 🤯
Donald Trump’s latest financial disclosures show a staggering $2.2 BILLION in income for his first year back in office.
The wildest part? It wasn't real estate that drove the boom, it was crypto.
Over $1.4 billion came directly from digital asset ventures, including token sales and meme coin royalties. For comparison, the official presidential salary is $400k/year.
But none of the headlines are calling a spade a spade 🤷♀️ I think the long-standing logic that hiring already rich people into office prevents corruption is crumbling before our eyes...
I accidentally named my AI agent system after my childhood nickname.
Although you know me as "Soopar" my friends and family call me "Soos". After weeks of building a system that plans, codes, audits, and verifies itself, the name was sitting right there:
S.O.O.S = Self-Optimizing Orchestration System 🧵
Models emit claims. 💡
S.O.O.S emits facts. 👨⚖️
Only facts have authority.💯
The smartest model isn't the answer.
The better question: what system design makes agents useful even when they're wrong?
They will hallucinate. They will overstate confidence. S.O.O.S assumes that and surrounds them with structure.
Never let confidence outrank evidence.
My nickname became the system. Full circle.
Not a product, not a pitch; just the workflow I run every day. If you're building agent workflows: what does your system do when the models are wrong?
Happy to compare notes.📄✍️
Full architecture breakdown: github.com/SooparAI/soos-sys…
