ao Computer Club

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ao Computer Club

ao Computer Club

@aoComputerClub

ao enables compute at any scale. ao Computer Club is for inventors and wild thinkers. Welcome. You're one of us if you're reading this. NFA.

ao computer Bergabung Şubat 2024
154 Mengikuti3.2K Pengikut
ao Computer Club
ao Computer Club@aoComputerClub·
YOUR WEEKEND BUILD CHALLENGE 👾 One winner will receive $100 USD or equivalent in stablecoins. 
Build a personal productivity tool using @ao_devbot. Need ideas? Here are a few you can build: 
→ A Habit streak tracker
 (with a token?) → A Daily goal tracker → A Simple study planner Tag @ao_devbot with your builds to be eligible! Submissions close Sunday, 11:59 PM UTC. Best builds get featured in our Builder Spotlight 💯
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ao Computer Club
ao Computer Club@aoComputerClub·
Notes on participating! 18+ and eligible jurisdictions only. Void where prohibited. Winner assumes all tax responsibility. Entries judged on usability, innovation, design, and daily utility at our sole discretion. Bonus if you can do something unique and clever with AO, specifically for a personal productivity tool :). All judging final and at our discretion. Winner chosen by Tuesday, March 17th, 2026. We reserve the right to rate limit, extend deadlines, or cancel for technical issues or events beyond our control.
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GEEK🗿
GEEK🗿@theeweb3geek·
I’m on a quest to onboard more souls to vibe-coding. Building with AI is the way to go now. It makes everything easier. And I can’t just sit back and watch people miss out on it. It doesn’t matter if you’re a creator, designer or a vendor. Anyone can vibecode. Got an idea for a tool? Simply type what you wanna build in the @ao_devbot site and boom, you’ve built a tool. Start here: aodevbot.ai The invite code is: QTZVP696 Go build something today!🗿
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wouter de boskabouter
wouter de boskabouter@wouter_burrea·
Big news from @samecwilliams and the @ArweaveEco team. Upgrades an news. These guys are building like it’s their life’s mission. Proud to be a part of this. Keep building ! And some more retail focussed marketing 😉
🐘🔗 sam.arweave.dev@samecwilliams

Huge shift here. Thanks to everyone on the @OdyseeTeam, @dh_association, and @fwdresearch teams who made this possible -- as well as @ar_io_network for all their help in the transition. But what does this shift mean? tl;dr: Arweave dot net now runs on AO-Core. So... 1⃣ Every response from .net is now verifiable, right to the end-user. This is the fundamental building block of decentralization. When you get a reply from an AO-Core node its headers contain everything that you need in order to verify the data atomically. No need for consensus, querying multiple nodes, etc., just fully trustless cryptographic verification. Additionally, all of the useful tags and metadata that have always been attached to content on Arweave is now available to callers. Users can now process this information and act upon it, just like 'body' data. You can think of Arweave as a permanent database, with each item being a row. Now the whole content of each of those rows can be accessed by users, not just the largest field. 2⃣ Data served from .net is now directly sourced from Arweave nodes. Previously, there needed to be caches in between the user and the nodes, which made gateways heavier to run and 'separated' from the dataset. This detachment introduces points of software and operations dependence in the caches themselves. While .net is still importing some of the data from the legacy gateway (and will be over the next few weeks), these caches have now been removed from the data serving flow. This also opens the opportunity for... 3⃣ ...Permissionless nodes operating .net. Because each AO-Core node serves everything needed to verify each response it gives by default, the next step is to let anyone register to provide the data for IDs to the gateway, then verify their responses before relaying them to users. This alone is a big deal. In time we expect it will provide an additional incentive for Arweave miners to serve (and also store) data, as well as improve performance (by routing to and rewarding the fastest providers) and reliability (by removing points of failure). Further down the track there is a clear path to even decentralizing the operation of these verification+routing nodes, so that every Arweaver can take part in running those, too. We can achieve this by letting TEE nodes register with one another and share private TLS credentials, allowing them to directly serve end-user traffic routed by the DNS layer. We have tests of this flow working in principle, but principle -> practice-at-scale will take some time. 4️⃣ Compute-Over-Arweave-Data just dropped. AO-Core is a protocol to orchestrate a decentralized supercomputer. In this deployment we are making heavy use of AO-Core's codec devices, but it is now possible to do so much more than that. More on this soon. Upshot? Decentralization and trustlessness of data access on Arweave just took a huge leap. Trustless verification of content -> Permissionless data serving -> Decentralization of data access and transformation. Congrats again everyone 🫡.

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ao Computer Club
ao Computer Club@aoComputerClub·
Before: Permanent data on Arweave Trust the gateway response After: Permanent data on Arweave Verify the gateway response Gateways enable you to access content on Arweave. Now gateways can return proofs so you know the data is exactly what you asked for.
🐘🔗 sam.arweave.dev@samecwilliams

Huge shift here. Thanks to everyone on the @OdyseeTeam, @dh_association, and @fwdresearch teams who made this possible -- as well as @ar_io_network for all their help in the transition. But what does this shift mean? tl;dr: Arweave dot net now runs on AO-Core. So... 1⃣ Every response from .net is now verifiable, right to the end-user. This is the fundamental building block of decentralization. When you get a reply from an AO-Core node its headers contain everything that you need in order to verify the data atomically. No need for consensus, querying multiple nodes, etc., just fully trustless cryptographic verification. Additionally, all of the useful tags and metadata that have always been attached to content on Arweave is now available to callers. Users can now process this information and act upon it, just like 'body' data. You can think of Arweave as a permanent database, with each item being a row. Now the whole content of each of those rows can be accessed by users, not just the largest field. 2⃣ Data served from .net is now directly sourced from Arweave nodes. Previously, there needed to be caches in between the user and the nodes, which made gateways heavier to run and 'separated' from the dataset. This detachment introduces points of software and operations dependence in the caches themselves. While .net is still importing some of the data from the legacy gateway (and will be over the next few weeks), these caches have now been removed from the data serving flow. This also opens the opportunity for... 3⃣ ...Permissionless nodes operating .net. Because each AO-Core node serves everything needed to verify each response it gives by default, the next step is to let anyone register to provide the data for IDs to the gateway, then verify their responses before relaying them to users. This alone is a big deal. In time we expect it will provide an additional incentive for Arweave miners to serve (and also store) data, as well as improve performance (by routing to and rewarding the fastest providers) and reliability (by removing points of failure). Further down the track there is a clear path to even decentralizing the operation of these verification+routing nodes, so that every Arweaver can take part in running those, too. We can achieve this by letting TEE nodes register with one another and share private TLS credentials, allowing them to directly serve end-user traffic routed by the DNS layer. We have tests of this flow working in principle, but principle -> practice-at-scale will take some time. 4️⃣ Compute-Over-Arweave-Data just dropped. AO-Core is a protocol to orchestrate a decentralized supercomputer. In this deployment we are making heavy use of AO-Core's codec devices, but it is now possible to do so much more than that. More on this soon. Upshot? Decentralization and trustlessness of data access on Arweave just took a huge leap. Trustless verification of content -> Permissionless data serving -> Decentralization of data access and transformation. Congrats again everyone 🫡.

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🐘🔗 sam.arweave.dev
🐘🔗 sam.arweave.dev@samecwilliams·
Huge shift here. Thanks to everyone on the @OdyseeTeam, @dh_association, and @fwdresearch teams who made this possible -- as well as @ar_io_network for all their help in the transition. But what does this shift mean? tl;dr: Arweave dot net now runs on AO-Core. So... 1⃣ Every response from .net is now verifiable, right to the end-user. This is the fundamental building block of decentralization. When you get a reply from an AO-Core node its headers contain everything that you need in order to verify the data atomically. No need for consensus, querying multiple nodes, etc., just fully trustless cryptographic verification. Additionally, all of the useful tags and metadata that have always been attached to content on Arweave is now available to callers. Users can now process this information and act upon it, just like 'body' data. You can think of Arweave as a permanent database, with each item being a row. Now the whole content of each of those rows can be accessed by users, not just the largest field. 2⃣ Data served from .net is now directly sourced from Arweave nodes. Previously, there needed to be caches in between the user and the nodes, which made gateways heavier to run and 'separated' from the dataset. This detachment introduces points of software and operations dependence in the caches themselves. While .net is still importing some of the data from the legacy gateway (and will be over the next few weeks), these caches have now been removed from the data serving flow. This also opens the opportunity for... 3⃣ ...Permissionless nodes operating .net. Because each AO-Core node serves everything needed to verify each response it gives by default, the next step is to let anyone register to provide the data for IDs to the gateway, then verify their responses before relaying them to users. This alone is a big deal. In time we expect it will provide an additional incentive for Arweave miners to serve (and also store) data, as well as improve performance (by routing to and rewarding the fastest providers) and reliability (by removing points of failure). Further down the track there is a clear path to even decentralizing the operation of these verification+routing nodes, so that every Arweaver can take part in running those, too. We can achieve this by letting TEE nodes register with one another and share private TLS credentials, allowing them to directly serve end-user traffic routed by the DNS layer. We have tests of this flow working in principle, but principle -> practice-at-scale will take some time. 4️⃣ Compute-Over-Arweave-Data just dropped. AO-Core is a protocol to orchestrate a decentralized supercomputer. In this deployment we are making heavy use of AO-Core's codec devices, but it is now possible to do so much more than that. More on this soon. Upshot? Decentralization and trustlessness of data access on Arweave just took a huge leap. Trustless verification of content -> Permissionless data serving -> Decentralization of data access and transformation. Congrats again everyone 🫡.
🐘🔗 sam.arweave.dev tweet media
Forward Research@fwdresearch

arweave . net has transitioned to HyperBEAM infrastructure. For years permaweb access has been served through gateway infrastructure. Over the past couple weeks we’ve introduced a distributed network of @aoTheComputer HyperBEAM nodes that can serve the same functionality. This removes a major point of centralization in the stack. Requests can now be served by nodes that produce verifiable responses about how data was retrieved and computed. Transitions like this are never perfectly smooth, and some edge cases may still surface as the new system settles. But the direction is clear: arweave . net is now just one entry point into a decentralized network. Thanks to everyone who bore with us through the migration.

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ao Computer Club
ao Computer Club@aoComputerClub·
Weekends are for builders. “What can I build this weekend?” A tiny tool. A weird experiment. A random idea that turns into something useful. And that’s the beauty of vibe coding platforms. You don’t need weeks of setup. You don’t need to write endless lines of code. You just prompt, iterate and ship. So here’s a shoutout to all the builders shipping consistently. The curious minds. The ones turning ideas into actual tools. Keep building and keep shipping. The internet is better because of you. To the “yet to be builders”, if you’ve been thinking about building something, this is your sign. Open @ao_devbot, drop a prompt and ship your first idea/app/game this weekend. And yes, all builds are stored permanently on @arweaveeco, so you’re covered on the hosting side as well :)
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Forward Research
Forward Research@fwdresearch·
arweave . net has transitioned to HyperBEAM infrastructure. For years permaweb access has been served through gateway infrastructure. Over the past couple weeks we’ve introduced a distributed network of @aoTheComputer HyperBEAM nodes that can serve the same functionality. This removes a major point of centralization in the stack. Requests can now be served by nodes that produce verifiable responses about how data was retrieved and computed. Transitions like this are never perfectly smooth, and some edge cases may still surface as the new system settles. But the direction is clear: arweave . net is now just one entry point into a decentralized network. Thanks to everyone who bore with us through the migration.
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ao Computer Club
ao Computer Club@aoComputerClub·
Indeed. And beyond making transactions, they'll also be finding the best prices for everything. Onchain financial intelligence. And we need a solid ledger of that info for agents to build a reliable learning dataset. Plus, a way to easily track the pathways that work and updates in near real time.
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Brian Armstrong
Brian Armstrong@brian_armstrong·
Very soon there are going to be more AI agents than humans making transactions. They can’t open a bank account, but they can own a crypto wallet. Think about it.
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