Aslam_72

@Walrus 🦭/acc #walrus $WAL
The Walrus Protocol is helping to make decentralized storage smarter. This is a thing, for decentralized storage and the Walrus Protocol is playing a big role in it.
On Sui. The world of blockchain is always changing. Decentralized storage is an important part of this world. For a time big companies have been in charge of storing data.. This way of doing things has some big problems. If one thing goes wrong everything can fail. The government or other people can also stop you from accessing your data. It is very expensive to store a lot of data.. There are concerns about privacy. Decentralized storage on Sui is different, from storage solutions. Decentralized storage protocols are a deal. They spread data across lots of nodes on a network. This means that the data is safe and easy to get to even if one node goes down. Nobody is in charge of all the nodes so that makes it even better.
Now we have the Walrus Protocol. It is built on the Sui blockchain. This is making the whole space a lot smarter. The Walrus Protocol is made by Mysten Labs. They are the people who made Sui. This protocol is a step forward in how we deal with big pieces of data that are not organized in a place where everything is online and connected like Web3. The Walrus Protocol and Sui blockchain are changing things. Decentralized storage protocols like the Walrus Protocol are important. They help us with data, on the Sui blockchain. Walrus was first made available to developers in the middle of 2024. It became available to the public in March 2025. Walrus helps solve the problem of storing really large files. These files can be videos, images, artificial intelligence information, game assets and more. Other systems that came before Walrus had some issues. They had trouble handling a lot of users were expensive to keep running or had problems getting files back if something went wrong. Walrus uses creative methods to make storing files better, cheaper and easier to control. Walrus makes storage more efficient, cost-effective and programmable. This is what Walrus is about making storage better for big files, like videos and images and artificial intelligence datasets and game assets.So basically Walrus uses this thing called erasure coding. It takes the data. Breaks it into little pieces then adds some extra pieces just in case. These pieces are spread out across nodes.
This way even if some of the nodes stop working the data can still be put back together.. The best part is it does not need to make a lot of copies of the data. Walrus only needs to make 4 or 5 copies, which's a lot less than what some other systems need, like blockchain, which can need 100 copies or more.
The reason Walrus can do this is because of something called Red Stuff. It is an algorithm that helps Walrus work fast and stay safe.
The result? Walrus is really good, at keeping data safe and working well. Developers can put files like pictures or videos on the blockchain without making it too big or expensive. What makes Walrus really special is that it works well with Sui. Sui is a system that can do lots of things at the time and it is really good at handling objects. It helps with things like coordinating, paying and making sure data is available. When you make a transaction on Sui it happens fast and does not cost much and you can be sure it is final in less than a second. This makes Walrus a great choice for things that need to happen in time, like Walrus applications that need to work fast. Imagine that we have these AI agents in the Talus ecosystem. They can. Get datasets from the chain without any delay. We also have these dApps that can manage the things that users make like NFTs or social media files in a way that cannot be changed.
One of the cool things about Walrus is that it can be programmed. Walrus is not a place to store things it is a platform for developers to make markets for data especially now that we have AI. Data is, like something that we can own. It can be tokenized, which means it can be traded and used by programs. Walrus and the Talus ecosystem and these AI agents and dApps all work with data in this way. For example when we use tools like Quilt to manage our data and Seal to control who gets to see that data, people who build things can make systems where data is used to make money in a way. Walrus recently showed us how teams are using these tools to store data without spending too much money, which makes things easier for them to handle. This is really important when we want to make AI applications bigger because we have to deal with a lot of data that is not organized and we do not want to have to rely on central computers. Let us look closer, at how Walrus works. When you upload a file to Walrus Walrus turns the file into pieces called shards. This is done using something called erasure coding. These shards are then sent to storage nodes on the network. The people who run these nodes get $WAL tokens as a reward. The $WAL token is what makes everything work. It is used for staking, governance. Giving out rewards. People who let Walrus use their computers to store files get paid. Users have to pay a fee in SUI or $WAL when they upload a file. The system makes sure that files are always available, by using codes that can be checked on the Sui blockchain. Walrus uses these codes to make sure that files are safe and can be accessed when needed. If a node goes offline the protocol can get back the data from the parts, which means the system is not down for a long time. This way we can fix some problems that other systems like IPFS or Filecoin have. IPFS is really good at finding content. It does not have a way to motivate people to use it and sometimes has trouble keeping the data safe. Filecoin does have incentives. It is expensive and complicated because of the way it checks if people are actually storing data. Walrus on the hand is made to work well with Suis fast speed, which makes it better, for applications that need to change quickly. The vision of Walrus is that it can work with any blockchain. For now it is closely connected to Sui. This connection allows Walrus to grow and work with hundreds or thousands of nodes.
The idea of Walrus is very exciting for Artificial Intelligence. As Artificial Intelligence models get bigger there is a need for markets that are not controlled by one person.
Walrus lets agents store training data, models or results on the blockchain, which helps agents work together without needing to trust each other.
For example think about agents, in Decentralized Finance or gaming that can get the data they need without having to go through a middleman. Walrus makes it possible for these agents to work together reliably and get the data they need from the blockchain.
The Artificial Intelligence models and Walrus can work together to make something exciting. People who care about their privacy also gain from this because their information is locked and they are the ones in charge of it, not companies. More and more people are starting to use it. Since the main network started Walrus has been used with dApps for NFTs, social platforms and even solutions for businesses. When they gave out things to test users in 2025 it made the community more active and there have been some posts from @Walrus 🦭/acc on X recently. Walrus is getting more popular. Walrus users are happy, with the way Walrus is working.
People who actually build things think that something is great because it does not cost a lot and it is easy to use. For example one person who makes things said that Quilt is good because you can store a lot of data without using up all of your resources. They also said that Seal is good at handling who can access things.
More tools are coming in 2026. They will have even better features like being able to ask for specific data or using artificial intelligence to make data better.
Some people might say that storing data in a decentralized way is still not perfect because it can be slow or because of rules and regulations.. Walrus and Sui are trying to make this better by being efficient and by following the rules. Quilt and Seal and the other tools, like Walrus and Sui are making decentralized storage better. The cost of using Walrus is a lot less than what you would pay for AWS when you want backup systems.. Because Walrus is open to everyone people from all around the world can use it.
Looking to the future Walrus could completely change the way we think about data and how it is used. Data is very important these days. If people can own and trade it in a way that is fair and not controlled by one group, that would be a big step forward. The system that Sui has set up is already doing well and it is ahead of other similar systems like Aptos, which makes Walrus a very important part of it.
In the end storing data in a way that is not controlled by one group is not just getting better. It is becoming something we cannot live without. This is all thanks to new ideas like the Walrus Protocol, on Sui. Whether you're a developer, AI enthusiast, or just someone tired of Big Tech's grip, this is a protocol worth watching. Dive in, build, and be part of the data revolution.

@Walrus 🦭/acc #Walrus $WAL
talk about where blockchains fall short — and how Walrus is changing the game. If you’ve ever wondered why storing big files on chains like Bitcoin or Ethereum feels like trying to push a whale through a keyhole, well, you’re not alone. Blockchains are awesome for moving money and tracking transactions, but as soon as you want to store anything hefty — a video, a bunch of images, or a fat dataset — things get ugly fast. Fees skyrocket, performance nosedives, and the whole thing just isn’t built for that kind of weight.
That’s where Walrus comes in. Built on the Sui blockchain, Walrus is a fresh take on decentralized storage, designed from the ground up to do what old-school blockchains just can’t. So, what’s the problem with the way things work now? Let’s break it down.
Blockchains are basically communal ledgers. Every node in the network has to agree on the data, and every single one keeps a full copy. That’s great for security and makes tampering nearly impossible, but it’s a nightmare for storage. On something like Ethereum, every byte you put on-chain gets copied thousands of times — once for every node. For a tiny transaction, who cares? But try uploading a gigabyte-sized video. Now, every node’s duplicating that monster, and suddenly storage costs go through the roof. Gas fees alone could make you cry.
The redundancy doesn’t just waste money — it’s brutal on energy and hardware, too. As the chain grows, so does the burden on everyone keeping it running. Want to join as a new node? Hope you’ve got deep pockets for all that storage. The end result? Fewer people can afford to participate, which actually makes things less decentralized, not more.
And let’s be honest: blockchains weren’t designed for unstructured data. They’re built for neat, tidy records, not for blobs like videos or images. People have tried workarounds. IPFS, for example, lets you store files off-chain and share them across a distributed network. But here’s the catch: if nobody feels like hosting your file, it just disappears. There’s no guarantee your data sticks around. Filecoin tries to fix this by paying folks to store data, but it still wrestles with slow file retrieval and complicated processes. Plus, it still leans heavy on replicating files, which isn’t exactly efficient.
Now toss in the Web3 explosion — NFTs, DeFi, all those apps — and suddenly, everyone wants to put more data on-chain. Problem is, block sizes are capped to keep the network healthy. Ethereum, for example, only allows so much data per block. Sure, we’ve got sharding and layer-2 solutions, but they mostly move the problem around, or add new headaches. At some point, you’re just trying to cram an elephant into a Mini Cooper. It’s not going to end well.
Here’s where Walrus splashes in. Developed by Mysten Labs (the brains behind Sui), Walrus isn’t just another storage protocol. It’s built specifically for those big, messy blobs of data. Walrus hit testnet in 2024 and is headed for its mainnet debut in March 2025. The secret sauce? A clever encoding algorithm called “Red Stuff.” It’s a two-dimensional erasure coding system, a big leap past the Reed-Solomon codes that systems like Filecoin use.
What does that mean for you? Basically, Walrus chops your file into pieces, then creates a few extra so if some get lost, you can still put the whole thing back together. Traditional systems often double the storage for redundancy. With Red Stuff, you only need about 1.5 to 2 times the original size, and you’re still safe even if half the nodes vanish. That’s a massive upgrade over full replication, where you might be duplicating your data a hundred times or more.
Walrus plugs right into Sui, which is a fast, object-oriented blockchain (unlike Ethereum’s account-based setup). Sui treats data like objects, so handling blobs is smoother and more flexible. When you upload a file to Walrus, it gets encoded and scattered across a whole network of storage providers. No more single point of failure, no more crazy fees, and — finally — a way to store real data on-chain without wrecking the whole system.
Everything starts with a unique identifier on Sui. Walrus keeps metadata and proofs on-chain, but hands off the heavy work to a decentralized storage layer. What really stands out is how it handles data availability. Usually, you just have to trust that a node is actually holding your data. With Walrus, you get cryptographic storage proofs—basically, math-backed guarantees that a node really has the right data fragments, no need to download the whole thing to check. These proofs run in the background, not expecting every part of the network to be perfectly in sync. That’s a big deal, since most protocols stumble here. If a node fails or bails, Walrus’s committee system jumps in and shuffles the data fragments around, so your stuff stays safe and recoverable, even when things get messy.
Cost is another area where Walrus shakes things up. Storing data on-chain is expensive—think dollars per megabyte, thanks to gas fees and constant replication. Walrus flips the script with a market-driven model: you pay for storage time slots (epochs) with SUI tokens, and storage providers stake $WAL , Walrus’s own token, to get involved. Providers earn rewards for reliable service, but get slashed if they drop the ball. This delegated proof-of-stake setup means high uptime, minus the energy waste you get with proof-of-work. Early numbers look promising—storing big blobs costs just a fraction of a cent per GB-month. That suddenly makes it practical for stuff like decentralized social media, gaming, or massive AI data lakes.
But Walrus isn’t just about making storage cheaper. It opens up new possibilities by making blobs programmable. Developers can actually build apps that interact directly with stored data. Imagine an NFT marketplace that stores high-res images straight on Walrus, loading fast and sticking around for good, without ballooning the blockchain. Or picture decentralized AI—training datasets verifiably stored, access managed through smart contracts on Sui. Programmable storage means data isn’t just sitting there; you can tokenize it, trade it, or build on top of it.
Of course, it’s not all solved. Walrus is still new, and scaling up to a huge node network or handling massive data loads is a real challenge. There’s stiff competition too—Arweave offers permanent storage, and Celestia’s all about data availability for rollups. Walrus has to prove it really brings something special to Sui. That said, with Mysten Labs in its corner and already landing Web3 infrastructure partnerships, it’s off to a strong start.
Bottom line: Walrus tackles the classic trade-offs of blockchain storage—scalability, cost, security, and decentralization—by blending erasure coding, blockchain tech, and smart economic incentives. It’s not just patching old problems; it’s laying the groundwork for a new wave of data-heavy Web3 apps. As blockchain keeps growing, solutions like this will be key to making decentralized tech actually usable. If you’re a developer or investor eyeing $WAL , now’s the time to take a serious look—because the walrus is out of the bag, and it’s busy reinventing how we’ll store the future.

#walrus $WAL
Xin chào mọi người trong cộng đồng tiền mã hóa và lưu trữ phi tập trung, nếu bạn là người dùng Tusky như tôi từng là, thì có lẽ bạn đã nghe tin tức rồi, nhưng nếu bạn bỏ lỡ (ICYMI), thì đang có những thay đổi lớn xảy ra mà bạn cần hành động ngay lập tức. Tusky, nền tảng lưu trữ phi tập trung tuyệt vời được xây dựng trên giao thức Walrus, đang đóng cửa. Đúng vậy, thật đáng tiếc – tôi vẫn nhớ lần đầu sử dụng nó để lưu trữ các tệp của mình một cách an toàn mà không phụ thuộc vào các nền tảng đám mây lớn. Nhưng đội ngũ phát triển đã thông báo họ sẽ ngừng hoạt động, và bạn chỉ còn đến ngày 19 tháng 1 năm 2026 để di chuyển dữ liệu của mình. Sau thời điểm đó, việc truy cập dữ liệu thông qua ứng dụng, API hay SDK của Tusky sẽ bị ngưng hoàn toàn, và bạn sẽ phải tự quản lý các khóa riêng tư Walrus của mình – điều này không dễ dàng nếu bạn không phải là người có chuyên môn kỹ thuật cao.

Hãy để tôi giải thích rõ hơn vì tôi hiểu rằng những thứ này có thể khiến bạn cảm thấy choáng ngợp. Tusky luôn hướng đến quyền sở hữu dữ liệu thực sự – mã hóa đầu cuối, lưu trữ phi tập trung trên mạng Sui, và giao diện thân thiện người dùng giúp việc tải lên và quản lý tệp trở nên dễ dàng mà không cần lo lắng về kiểm duyệt hay rò rỉ dữ liệu. Họ đã xử lý lượng dữ liệu khổng lồ: 77,4 TB đã được tải lên, 45,7 triệu tệp được quản lý, và chỉ riêng trong tháng vừa qua, đã có 3,7 triệu lượt tải lên từ 47.000 tài khoản. Họ đã đón nhận nhiều dự án lớn như Claynosaurz, Pudgy Penguins, ONE Championship, và cả các bộ sưu tập NFT. Thật đáng tiếc khi phải chứng kiến điều này, nhưng các nhà sáng lập cho biết lý do là khó khăn trong việc đạt lợi nhuận và thiếu hụt huy động vốn. Xin chúc mừng họ vì đã xây dựng được một sản phẩm chứng minh được rằng lưu trữ phi tập trung có thể hoạt động quy mô lớn.

Tin tốt là dữ liệu của bạn sẽ không biến mất vô hình. Vì Tusky hoạt động trên Walrus – nền tảng không phụ thuộc vào chuỗi khối cụ thể và được thiết kế cho thời đại trí tuệ nhân tạo – nên các tệp của bạn vẫn được lưu trữ một cách phi tập trung. Nhưng nếu không còn công cụ của Tusky, việc truy cập chúng sẽ trở nên phức tạp. Nếu bạn đang sử dụng mã hóa tích hợp của họ, quyền truy cập sẽ bị ngắt hoàn toàn sau ngày 19 tháng 1. Vì vậy, việc di chuyển là điều bắt buộc. Đội ngũ Walrus đã công bố hướng dẫn chi tiết – hãy truy cập tại docs.wal.app/docs/tusky-migration-guide. Hướng dẫn này được trình bày từng bước, nên ngay cả khi bạn không phải là lập trình viên, bạn vẫn có thể làm theo dễ dàng.

Con đường dễ dàng nhất tiếp theo? Hãy di chuyển sang một trong những nhà xuất bản được đề xuất trong hệ sinh thái Walrus: @ZarkLab

@Walrus 🦭/acc #walrus $WAL
Walrus (WAL) tập trung vào việc làm cho dữ liệu không còn tệ trong thời đại AI. Nói thật đi, dữ liệu giờ đây là thứ quan trọng nhất—nó chính là yếu tố then chốt đằng sau mọi trợ lý ảo cao cấp, các thuật toán tài chính, máy bay không người lái giao hàng, bạn muốn nói đến điều gì cũng vậy. Nhưng cách chúng ta xử lý dữ liệu thì lại hoàn toàn hỗn loạn. Dữ liệu bị phân tán khắp nơi, không ai tin tưởng nguồn gốc của nó, và nếu bạn là người phải tạo ra dữ liệu, thì xin chúc mừng, bạn sẽ khó được trả công xứng đáng. Đó chính là lý do Walrus ra đời.
Vậy thì Walrus là gì? Hãy hình dung nó như là vé vào hậu trường của một nền kinh tế dữ liệu mới. Đây là một nền tảng dành riêng cho các nhà phát triển, những người đã quá mệt mỏi với việc phải đoán xem dữ liệu của họ có thật sự đáng tin cậy hay không, hoặc bị chiếm đoạt. Walrus muốn đảm bảo dữ liệu là đáng tin cậy, có thể xác minh được (theo cách mã hóa—tức là không có gian lận nào), và người tạo ra dữ liệu sẽ được trả công đúng với giá trị của nó. Ngoài ra, nó còn được thiết kế để hoạt động ở quy mô lớn mà không bị bó buộc bởi một tập đoàn khổng lồ nào.

@Walrus 🦭/acc #walrus $WAL
Every holiday, it’s the same routine.
You’re sitting at the table, plate stacked high, and someone eventually looks over and asks, “So, what are you up to these days?”
And for a second, you freeze. Because you know the moment you say, “I work in crypto,” you’re about to open a can of worms.
First, there’s curiosity. Then confusion. Then concern. Here come the classics:
“Is that legal?”
“Didn’t crypto crash?”
“Oh, like Bitcoin?”
“So, are you rich yet?”
And, of course, someone will quietly ask if it’s just gambling.
You smile, take a breath, and get ready to do your best “holiday crypto explainer.”
First try? The honest answer.
“I work in blockchain infrastructure.”
Nothing. Blank stares all around. Someone nods and goes back to their stuffing. You can almost hear them thinking, “So… what does that mean?”
Alright, time for round two.
You try, “Imagine the internet, but instead of big companies owning everything, everyone shares and checks the data together.”
This gets a few nods. Maybe an eyebrow raise. Now comes the tricky bit: why should anyone care?
That’s when Walrus ($WAL ) enters the chat.
Someone asks, “Okay, but what’s Walrus?”
You lean in. “Walrus is about storage.”
Now there’s a laugh. “Like Google Drive?”
“Yes… and no.”
This is your shot. You explain: blockchains are awesome for trust and security, but they stink at storing big stuff—pictures, videos, NFTs, game data, AI stuff. Trying to cram all that onto a blockchain is expensive and slow. So, most projects just dump the files onto regular servers, which kind of defeats the purpose of decentralization.
You pause because this is the heart of it.
“Walrus lets you store big data cheaply, securely, and in a way that still lines up with what blockchains are all about—without slowing the chain down. It doesn’t replace blockchains. It helps them.”
It’s like the warehouse behind a digital city—no one sees it, but nothing works without it.
That’s usually when someone finally gets it. “Oh, so it’s infrastructure.”
Exactly. Not glamorous, but absolutely essential.
Someone brings up how expensive cloud storage is these days. Another mentions all their photos and files, or how AI eats up tons of data. You connect the dots for them:
“Imagine a future where your apps, games, markets, and AI don’t depend on some giant company’s server. That data needs a new home. Walrus is that home.”
Now, you’re not just “the crypto person.” You’re building the plumbing for the next internet.
And then, always, someone whispers, “So… is that a coin?”
Yep. $WAL is a real token. But you make it clear: it’s not just about speculation. The token pays for storage. It rewards people who keep the system running. It keeps everything honest and decentralized. Not magic internet money—just good old-fashioned economics, applied to new tech.
That answer usually earns a nod of respect.
Eventually, someone asks what they really want to know: “Do you actually believe in this?”
This is where it gets real. You talk about why you didn’t take an easier job. Why you aren’t just chasing fads or quick cash. Why infrastructure—the boring stuff—means something to you.
Because the things that last don’t get built with hype and noise. Because decentralization matters more every year. Because who owns our data is kind of a big deal.
Your parents remember when the internet was a joke. When people thought email was silly and shopping online was a waste of time. Now, it’s just life.
Crypto’s still early. Messy, confusing, overhyped sometimes, but underrated where it really counts. Walrus isn’t out there shouting. It’s just getting the job done.
Finally, dessert shows up. The mood relaxes. Someone jokes, “So you’re not running a scam, right?” You laugh. Someone else says, “Actually, that sounds pretty useful.”
That’s the win. Not selling anyone on crypto. Not proving you’re right. Just letting them see why you care.
Here’s the truth: most people think crypto is all about prices and overnight millionaires. But for folks building real stuff, it’s about solving tough problems, making things cheaper and more fair, building tech no one will notice for years.
Walrus fits right in. Not loud. Not flashy. Just necessary.
Walrus is exactly what you need—quiet, steady, and absolutely essential.
So here’s something to remember for those holiday conversations.
When someone asks you next time, “What do you do?”—maybe you won’t jump straight to “crypto.” Try this: “I help build the storage layer for the next generation of the internet.”
If they’re curious, you’ll get to explain Walrus. You’ll talk about $WAL . About infrastructure. And you’ll feel good, because this time the conversation feels natural, not forced.
That’s the thing about Walrus. It’s not about hype or buzzwords. It’s about giving the future a place to actually exist.