0xco retweetledi
Just finished my first AWS project: linking an IAM policy to my S3 bucket and enabling encryption!
Here’s a step-by-step thread 👇 #AWS #CloudSecurity #LearningInPublic
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0xco
203 posts
super scary health episode recently.
for the past few months, I’ve been having random short-term memory loss and blanking out, literally forgetting where I am mid-day.
my dad later told me my grandfather had Alzheimer’s, so that made everything worse.
I went to some of the “best” doctors around.
zero help.
just referrals to 1,000-page medical studies that don’t even have conclusions, lol
then someone finally sent me to a world-class doctor in San Diego County.
he ran every test imaginable.
sat down. looked me dead in the eyes and said:
“biggids… you don’t need meds. you need to lock in.
I’m prescribing you a high dose of seamless, safe, automated on-chain investing.
stop being a noob and use Glider.”
— Dr. Brian, gids. John
bro… that was all I needed.
my brain fog cleared.
my portfolio started compounding at the speed of light.
and my wife said I’ve never looked more attractive.
glider saved me life.
such a great advice from a great dokki
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not so hot take:
some of you won’t make it by building a company, not even by owning one.
you’ll make it by being elite at your job and climbing the corporate ladder to the very top.
you know how to look like you’re working hard.
you know how to make your bosses like you.
you know how to navigate people you don’t agree with.
you’re built to work inside unicorn companies, lead departments, run operations, and shine from the inside.
stop wasting time trying to build a company.
help build one, and make peace with that.
anyways, billions must glide
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Still talking about @dfinity.
The "Self-Writing Internet" is finally here. 🤯
@dfinity just dropped a massive game-changer: @caffeineai.
Imagine building a fully decentralized app just by chatting with an AI. No coding. No GitHub. Just text.
Here's how Caffeine works and why ICP is becoming the King of On-Chain AI (DeAI) 👇🧵
☕ What is Caffeine AI?
Think of it as "ChatGPT for building dApps."
You type: "Make me a decentralized social network where users tip each other in Bitcoin."
Caffeine writes the code (in Motoko), deploys the backend + frontend to an ICP Canister, and launches it.
Instantly.
The magic isn't just that it writes code, it's that it deploys it to the blockchain immediately.
On other chains, AI helps you write Solidity, but you still have to audit, compile, and deploy via Remix/Hardhat.
On Caffeine, the AI has "root access" to its own container. It writes, updates, and fixes its own code live.
This is the birth of "Self-Writing Apps."
In the Caffeine ecosystem, you can:
🔄 Fork existing AI apps with one click
🗣️ Chat with the app to upgrade features ("Add a dark mode")
💰 Monetize your AI-created app instantly
It lowers the barrier to entry from "Senior Dev" to "Anyone with an Idea."
But Caffeine is just the tip of the iceberg. Let's talk about AI on ICP (DeAI).
Most "AI Coins" are actually just marketplaces for off-chain GPU power. The AI doesn't run on the blockchain.
ICP is different. ICP runs LLMs entirely on-chain. 🧠⛓️
How does ICP run LLMs?
ICP smart contracts (Canisters) have:
✅ Huge memory limits (400GB+)
✅ Significant compute power
✅ 64-bit architecture
This allows models like Llama 3 or Mistral to run inside a smart contract. The AI inference happens on the blockchain network itself.
Why does this matter? Trust.
When you use ChatGPT, you trust OpenAI not to manipulate answers or leak data.
When you use an AI on ICP, the model is a smart contract.
• The code is immutable.
• The inference is tamper-proof.
• You know exactly what model you are talking to.
💎 The Economic Impact
AI is compute-hungry.
Every time Caffeine builds an app, or an on-chain LLM answers a query, it burns Cycles (converted ICP).
This creates massive deflationary pressure on $ICP.
More AI usage = More Burn. 🔥
The future isn't just DeFi. It's DeAI.
0xco@0xcoode
Let's compare: ICP dApp vs. Ethereum dApp 🔷 Ethereum dApp: • Backend: Smart Contract (Solidity) on-chain. • Frontend: React/Vue app hosted on a centralized server (like AWS or Vercel). • User: Needs ETH in a wallet, pays gas for every state change. 🔶 ICP dApp: • Backend + Frontend: All code + data live inside a Canister, 100% on-chain. • User: Just opens a URL. The Canister serves the web experience directly from the blockchain. No gas fees, no wallet needed to just use the app. But what about performance & scalability? ICP is built for web speed. It runs on a network of "subnets" that can scale horizontally. • Query calls (reading data) are in milliseconds. • Update calls (writing data) have 1-2 second finality. This is how ICP dApps can feel as fast as traditional web apps. Another unique feature is "Chain Key Cryptography." This advanced tech allows ICP to integrate natively with other blockchains without centralized bridges. • ckBTC = A 1:1 Bitcoin twin on ICP, secured by the protocol. • ckETH = Same for Ethereum. This enables secure, bridge-less, multi-chain dApps. In summary, @dfinity (ICP) is building a decentralized internet where: • dApps are full-stack & 100% on-chain (in canisters). • Users pay zero gas fees (Reverse Gas Model). • Performance is web-speed. • It's governed by an on-chain DAO, the NNS. It's a fundamentally different approach to building a truly open web. Some of the apps built on ICP are @OpenChat and @TheDeltaKim. In my next post, I'll explain something new that @dfinity brought to the blockchain.
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The way income is distributed in an industry is not fair.
The vast majority of the money goes to the top, while everyone else is fighting for scraps.
The top influencers get all marketing budgets.
The top protocols get all volume.
And the top tokens have all mcap.
The only way to make life changing money is to pick a niche or product line where you can be top at.
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