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Sei executes transactions in parallel and resolves the collisions afterward Sei (Sei) executes transactions concurrently instead of one at a time, working from an estimate of the state each will touch and skipping the usual locks. A conflict means two transactions wrote to the same state key, or one...

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Another massive week on Sei, where the Wyoming Stable Token Commission shortlisted Sei for its WYST Stablecoin Initiative, and network user numbers were smashed across the board. See what else unfolded in this week's Friday roundup 👇 🔴 Wyoming Selects Sei as a candidate for their WYST initiative, the first US state-issued stablecoin effort: 🔴 Take a deep dive into the projected $200B agentic economy poised to run through Sei: 🔴 Sei takes the top spot of 30d active wallets on the gaming scene, continuing a triumphant run to the top: 🔴 GAIB brings an automated, cost-efficient SolvBTC Vault to Sei, powered by CIAN - Yield Layer of DeFi 🟡, Takara Lend💎, and Solv Protocol: 🔴 Nansen 🧭 reports that active addresses have tripled and transactions have doubled to 1.4M/day on Sei: 🔴 Kaito AI 🌊 month 3 rewards are in for the 'Sei More' campaign with 'the next evolution' teased: 🔴 Kame Aggregator is contributing to unprecedented Sei DEX aggregator volume:
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Another massive week on Sei, where the Wyoming Stable Token Commission shortlisted Sei for its WYST Stablecoin Initiative, and network user numbers were smashed across the board. See what else unfolded in this week's Friday roundup 👇 🔴 Wyoming Selects Sei as a candidate for their WYST initiative, the first US state-issued stablecoin effort: 🔴 Take a deep dive into the projected $200B agentic economy poised to run through Sei: 🔴 Sei takes the top spot of 30d active wallets on the gaming scene, continuing a triumphant run to the top: 🔴 GAIB brings an automated, cost-efficient SolvBTC Vault to Sei, powered by CIAN - Yield Layer of DeFi 🟡, Takara Lend💎, and Solv Protocol: 🔴 Nansen 🧭 reports that active addresses have tripled and transactions have doubled to 1.4M/day on Sei: 🔴 Kaito AI 🌊 month 3 rewards are in for the 'Sei More' campaign with 'the next evolution' teased: 🔴 Kame Aggregator is contributing to unprecedented Sei DEX aggregator volume:

Sei

41,788 views • 1 year ago

The Sei ecosystem is thriving, and this week was no exception. From ATHs in daily users to major integrations and exciting community events, the ecosystem keeps leveling up. Here’s what you might have missed 👇 🔴 ATH in Daily Users - Sei sets a new record for daily active users showcasing consistent ecosystem growth. 🔴 @CryptoBint 'Wen?' - How a single tweet led to Sei NFTs on Magic Eden. 🔴 Sei Eco at Basel - Gaming, community, and hoops collide in Miami. Full details: 🔴 Magic Eden 🪄 - Sei NFTs launch on Web3's biggest NFT marketplace. 🔴 Sei Dapps - #1, #3, #4, #5, and #9 fastest-growing apps in crypto—all Sei native. 🔴 Sei Tenkaichi - The tournament continues. $25K up for grabs across 5 games. 🔴 Relay - Bringing to Sei now live on Relay. 🔴 World of Dypians - Explore a dynamic metaverse with treasure hunts and battles—all powered by Sei. 🔴 Drift Zone - 600K players and counting! A huge milestone for one of the standout games on Sei. 🔴 Chirpley🐦 - Now integrating with Sei to enhance user experience and become the influencer hub for the Sei ecosystem. 🔴 Dad's Attic - Shadow Mysteries, a survival Telegram Mini App game including quests, and mysteries—all powered by Sei. 🔴 @MokokoStudioOFL - Mini-games like @MajyoGame and CandyDreams are now live on Sei, bringing fresh gaming experiences to the ecosystem. Another incredible week for the Sei ecosystem. From major milestones to exciting integrations and gaming activations, Sei continues to thrive. The momentum is real, and it’s only the beginning. Sei Less, Build More.
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The Sei ecosystem is thriving, and this week was no exception. From ATHs in daily users to major integrations and exciting community events, the ecosystem keeps leveling up. Here’s what you might have missed 👇 🔴 ATH in Daily Users - Sei sets a new record for daily active users showcasing consistent ecosystem growth. 🔴 @CryptoBint 'Wen?' - How a single tweet led to Sei NFTs on Magic Eden. 🔴 Sei Eco at Basel - Gaming, community, and hoops collide in Miami. Full details: 🔴 Magic Eden 🪄 - Sei NFTs launch on Web3's biggest NFT marketplace. 🔴 Sei Dapps - #1, #3, #4, #5, and #9 fastest-growing apps in crypto—all Sei native. 🔴 Sei Tenkaichi - The tournament continues. $25K up for grabs across 5 games. 🔴 Relay - Bringing to Sei now live on Relay. 🔴 World of Dypians - Explore a dynamic metaverse with treasure hunts and battles—all powered by Sei. 🔴 Drift Zone - 600K players and counting! A huge milestone for one of the standout games on Sei. 🔴 Chirpley🐦 - Now integrating with Sei to enhance user experience and become the influencer hub for the Sei ecosystem. 🔴 Dad's Attic - Shadow Mysteries, a survival Telegram Mini App game including quests, and mysteries—all powered by Sei. 🔴 @MokokoStudioOFL - Mini-games like @MajyoGame and CandyDreams are now live on Sei, bringing fresh gaming experiences to the ecosystem. Another incredible week for the Sei ecosystem. From major milestones to exciting integrations and gaming activations, Sei continues to thrive. The momentum is real, and it’s only the beginning. Sei Less, Build More.

Sei

110,575 views • 1 year ago

Phase 2 is now complete ✅ Sei v2 mainnet beta is officially here and It’s the most performant EVM blockchain ever built. The future starts here, read more about the Sei vision and the journey ahead here: One thing is clear since the recent launch of the first parallelized EVM: deployments and on-chain activity are up and to the right. Looking ahead, the Foundation’s focus will truly be on builders; we invite developers and innovators to join us on this journey. If you are an EVM builder, you are a Sei v2 builder. To get started, check out the recently revamped Sei docs here: Explore some of the teams and projects that are live and building on Sei v2 👇 DeFi 🏦 🚜 Liquid staking with Silo 👂 Borrow and Lending with Yei Finance 🐉 Exchange ERC20 & CW20 tokens with DRAGONDEX ツ Create & trade memes on Sei with no coding experience with ツmeme.trade (🟩,🟩) 🗿 Orderbook like DEX with Bancor & Carbon DeFi 🪼 Provide liquidity and trade a diverse range of assets with jellyverse 🦄 Bridge, trade, and deploy positions on Uniswap v3 contracts through Oku Trade 🐼 🎰 Explore prediction markets, sports books and PvH games with @gamblino_app 🌬️ Gain early access to projects on Sei and launch tokens without the need of any developer experience with TAILWIND LABS 🟩 Cross-chain aggregator, enabling seamless swaps with on-chain providers with Rubic 🌟 Decentralized trading with AMM swaps, limit orders, and perpetual swaps with XEI 🍲 Options and fixed lending strategies with MYSO 🪸 Aggregate swaps for optimized rates with OpenOcean Token ✨ Participate in AI-powered prediction markets and trend analysis with PredX | Staked Media ⚡️ Launch, trade, and explore new tokens with @seiyandotfun NFTs 🎨 🌊 Leverage rapid finality and high throughput for NFTs with OpenSea 🟠 Buy, Sell, and trade your favorite NFTs on Sei with Pallet Exchange | The Sei Marketplace 🕺 Utilize tools and standards for easy NFT creation, management, and distribution, all via Lighthouse by WeBump Bridges 🌁 ⭐ Explore seamless interoperability and efficient cross-chain transactions with Stargate 🐙 Bridge from the wider EVM ecosystem with Symbiosis 0️⃣ Deploy applications on Sei v2 with LayerZero Labs 🦑 Swap tokens and access apps across EVM and Cosmos with squid in just one click 🌉 Bridge ETH from EVM chains to save on gas fees while exploring Sei's ecosystem with Merkly Wallets 👛 🔐 Stay secure with encrypted chats, track NFT drops, connect with DeFi communities, and share your insights— all with @SeiChats 💸 Manage assets with decentralized custody using Protofire | Onchain Engineering, a multi-sig wallet utilizing Gnosis Safe 🐰 Ensure safe and seamless EVM interactions with the open-source Rabby Wallet Wallet 🧑‍💻 Unlock with Face ID/fingerprint and enjoy auto-token/NFT indexing with @Seif_Wallet 🧭 Connect to both EVM & Wasm based apps with Compass Wallet | Sunset on 28th May 🪄 Seamlessly onboard users and empower ecosystem developers with Magic Labs 🔓 Utilize a comprehensive MPC wallet platform and web3 gateway with FORDEFI Analytics & Data 🤓 🏦 Track and analyze your tokens, NFTs, and assets with DeBank 🔮 Access 500+ real-time feeds and on-chain randomness with Pyth Entropy on Sei v2 with Pyth Network 🔮 🏗️ Enjoy fast & reliable data for your Sei dapps. Build subgraphs with The Graph in Subgraph Studio 👣 Track the Sei blockchain with the comprehensive explorer from Seitrace 💧 Access NFT data, create and fill NFT orders, and build trading into your app with Reservoir 📊 Access on-chain data and learn through the Sei Academy with Flipside 📈🤖 💜 Get a high-level view of key metrics with the Sei ecosystem page by 👉 follow @Artemis 💪 Ensure proactive security and risk prevention with Hypernative 🌟 Sei Creator Fund to support v2 growth with Gitcoin Charts for Sei V2 ​💹 🎯 Defined 🦅 DEX Screener 🦎 GeckoTerminal ⛓️ Chainspect This is just the beginning for Sei v2. With new teams joining daily, we're parallelizing the future. Stay tuned as we push the boundaries of innovation and fulfill the Sei vision of scaling the EVM 🔴💨
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Phase 2 is now complete ✅ Sei v2 mainnet beta is officially here and It’s the most performant EVM blockchain ever built. The future starts here, read more about the Sei vision and the journey ahead here: One thing is clear since the recent launch of the first parallelized EVM: deployments and on-chain activity are up and to the right. Looking ahead, the Foundation’s focus will truly be on builders; we invite developers and innovators to join us on this journey. If you are an EVM builder, you are a Sei v2 builder. To get started, check out the recently revamped Sei docs here: Explore some of the teams and projects that are live and building on Sei v2 👇 DeFi 🏦 🚜 Liquid staking with Silo 👂 Borrow and Lending with Yei Finance 🐉 Exchange ERC20 & CW20 tokens with DRAGONDEX ツ Create & trade memes on Sei with no coding experience with ツmeme.trade (🟩,🟩) 🗿 Orderbook like DEX with Bancor & Carbon DeFi 🪼 Provide liquidity and trade a diverse range of assets with jellyverse 🦄 Bridge, trade, and deploy positions on Uniswap v3 contracts through Oku Trade 🐼 🎰 Explore prediction markets, sports books and PvH games with @gamblino_app 🌬️ Gain early access to projects on Sei and launch tokens without the need of any developer experience with TAILWIND LABS 🟩 Cross-chain aggregator, enabling seamless swaps with on-chain providers with Rubic 🌟 Decentralized trading with AMM swaps, limit orders, and perpetual swaps with XEI 🍲 Options and fixed lending strategies with MYSO 🪸 Aggregate swaps for optimized rates with OpenOcean Token ✨ Participate in AI-powered prediction markets and trend analysis with PredX | Staked Media ⚡️ Launch, trade, and explore new tokens with @seiyandotfun NFTs 🎨 🌊 Leverage rapid finality and high throughput for NFTs with OpenSea 🟠 Buy, Sell, and trade your favorite NFTs on Sei with Pallet Exchange | The Sei Marketplace 🕺 Utilize tools and standards for easy NFT creation, management, and distribution, all via Lighthouse by WeBump Bridges 🌁 ⭐ Explore seamless interoperability and efficient cross-chain transactions with Stargate 🐙 Bridge from the wider EVM ecosystem with Symbiosis 0️⃣ Deploy applications on Sei v2 with LayerZero Labs 🦑 Swap tokens and access apps across EVM and Cosmos with squid in just one click 🌉 Bridge ETH from EVM chains to save on gas fees while exploring Sei's ecosystem with Merkly Wallets 👛 🔐 Stay secure with encrypted chats, track NFT drops, connect with DeFi communities, and share your insights— all with @SeiChats 💸 Manage assets with decentralized custody using Protofire | Onchain Engineering, a multi-sig wallet utilizing Gnosis Safe 🐰 Ensure safe and seamless EVM interactions with the open-source Rabby Wallet Wallet 🧑‍💻 Unlock with Face ID/fingerprint and enjoy auto-token/NFT indexing with @Seif_Wallet 🧭 Connect to both EVM & Wasm based apps with Compass Wallet | Sunset on 28th May 🪄 Seamlessly onboard users and empower ecosystem developers with Magic Labs 🔓 Utilize a comprehensive MPC wallet platform and web3 gateway with FORDEFI Analytics & Data 🤓 🏦 Track and analyze your tokens, NFTs, and assets with DeBank 🔮 Access 500+ real-time feeds and on-chain randomness with Pyth Entropy on Sei v2 with Pyth Network 🔮 🏗️ Enjoy fast & reliable data for your Sei dapps. Build subgraphs with The Graph in Subgraph Studio 👣 Track the Sei blockchain with the comprehensive explorer from Seitrace 💧 Access NFT data, create and fill NFT orders, and build trading into your app with Reservoir 📊 Access on-chain data and learn through the Sei Academy with Flipside 📈🤖 💜 Get a high-level view of key metrics with the Sei ecosystem page by 👉 follow @Artemis 💪 Ensure proactive security and risk prevention with Hypernative 🌟 Sei Creator Fund to support v2 growth with Gitcoin Charts for Sei V2 ​💹 🎯 Defined 🦅 DEX Screener 🦎 GeckoTerminal ⛓️ Chainspect This is just the beginning for Sei v2. With new teams joining daily, we're parallelizing the future. Stay tuned as we push the boundaries of innovation and fulfill the Sei vision of scaling the EVM 🔴💨

Sei

186,841 views • 2 years ago

🚨 BREAKING: The greatest Sec. of State Marco Rubio just dropped an ULTIMATUM on Iran "The Straits of Hormuz WILL be open. When this operation is over, it WILL be open, and it will be open one way or another!" "It will be open because Iran agrees to abide by international law and not block the commercial waterway, or a coalition of nations from around the world and the region, with the participation of the United States, will make sure that it's open." "One way or the other, it's going to be open." 🔥
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🚨 BREAKING: The greatest Sec. of State Marco Rubio just dropped an ULTIMATUM on Iran "The Straits of Hormuz WILL be open. When this operation is over, it WILL be open, and it will be open one way or another!" "It will be open because Iran agrees to abide by international law and not block the commercial waterway, or a coalition of nations from around the world and the region, with the participation of the United States, will make sure that it's open." "One way or the other, it's going to be open." 🔥

Eric Daugherty

102,612 views • 6 months ago

NOW: Hundreds of state workers are rallying at the State Capitol against Gov. Gavin Newsom's new return-to-office mandate that takes effect today requiring most state employees to work in person four days per week instead of the previous minimum of two (for most state workers). They argue telework has proven effective and productive, adding the return-to-office mandate will increase traffic and add costs for everyday workers and taxpayers. On the other side, Newsom argues the return to office mandate will improve productivity and improve downtowns. SEIU Local 1000 says the demonstration also comes as its contract with the state has expired. No agreement has been reached for a new contract.
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NOW: Hundreds of state workers are rallying at the State Capitol against Gov. Gavin Newsom's new return-to-office mandate that takes effect today requiring most state employees to work in person four days per week instead of the previous minimum of two (for most state workers). They argue telework has proven effective and productive, adding the return-to-office mandate will increase traffic and add costs for everyday workers and taxpayers. On the other side, Newsom argues the return to office mandate will improve productivity and improve downtowns. SEIU Local 1000 says the demonstration also comes as its contract with the state has expired. No agreement has been reached for a new contract.

Eytan Wallace

92,110 views • 3 months ago

Announcing JupSOL – the highest yield LST on Solana, with trustless delegation to Jupiter’s Validator. This validator has 0% fees and 100% MEV kickback and currently has an additional 100K SOL delegated to increase the yield on JupSOL. This will likely make JupSOL the highest yielding LST right now across all of Solana, until the APY normalizes and JupSOL completes it's bootstrapping phase. This enhanced APY will begin at the next Solana epoch, which you can view at This validator is a crucial part of our plan to help our users land transactions better on Jupiter. More stake on this validator will allow Jupiter to send more transactions and reduce transactions affected by congestion. This validator is run by Triton One 🌊🌋, and we’re very grateful to have their expertise in ensuring the validator is world-class. JupSOL is also powered by Sanctum ☁️, allowing users to swap for and out of JupSOL while plugging into deep liquidity on Sanctum’s router. Read more about how JupSOL works, written by fp 🌱 from the Sanctum team: If you are a member of the Jupiverse community, holding JupSOL helps you and your fellow Catdets land more transactions using Jupiter! Also, what is wonderland?
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Announcing JupSOL – the highest yield LST on Solana, with trustless delegation to Jupiter’s Validator. This validator has 0% fees and 100% MEV kickback and currently has an additional 100K SOL delegated to increase the yield on JupSOL. This will likely make JupSOL the highest yielding LST right now across all of Solana, until the APY normalizes and JupSOL completes it's bootstrapping phase. This enhanced APY will begin at the next Solana epoch, which you can view at This validator is a crucial part of our plan to help our users land transactions better on Jupiter. More stake on this validator will allow Jupiter to send more transactions and reduce transactions affected by congestion. This validator is run by Triton One 🌊🌋, and we’re very grateful to have their expertise in ensuring the validator is world-class. JupSOL is also powered by Sanctum ☁️, allowing users to swap for and out of JupSOL while plugging into deep liquidity on Sanctum’s router. Read more about how JupSOL works, written by fp 🌱 from the Sanctum team: If you are a member of the Jupiverse community, holding JupSOL helps you and your fellow Catdets land more transactions using Jupiter! Also, what is wonderland?

Jupiter

483,146 views • 2 years ago

24/5 equities pricing, tokenized treasuries, and price-based prediction markets. This is what modern finance looks like. More from the week on Sei ↓ 🔴 Chainlink 24/5 U.S. Equities Data Streams went live, with Monaco set to be among the first venues to integrate: 🔴 Tokenized treasuries reached $9B — still just 0.1% of the $8T corporate cash market: 🔴 Sei crossed 5B total transactions as daily active addresses approach all-time highs: 🔴 Token Relations reported 214% YoY DAU growth on Sei, with activity surging across apps like Yei Finance, Takara Lend💎, and Match Fighters: 🔴 Blits went live with Tap Trading, introducing price-based prediction markets on Sei: 🔴 MystenLabs.sui and Sei Labs researchers co-authored "Sedna" — a research piece on sharding that addresses the latency-censorship tradeoff in high-throughput chains: 🔴 Sei Labs explored how stablecoin adoption extends U.S. monetary policy in a new research paper: Markets Move Faster on Sei. ($/acc)
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24/5 equities pricing, tokenized treasuries, and price-based prediction markets. This is what modern finance looks like. More from the week on Sei ↓ 🔴 Chainlink 24/5 U.S. Equities Data Streams went live, with Monaco set to be among the first venues to integrate: 🔴 Tokenized treasuries reached $9B — still just 0.1% of the $8T corporate cash market: 🔴 Sei crossed 5B total transactions as daily active addresses approach all-time highs: 🔴 Token Relations reported 214% YoY DAU growth on Sei, with activity surging across apps like Yei Finance, Takara Lend💎, and Match Fighters: 🔴 Blits went live with Tap Trading, introducing price-based prediction markets on Sei: 🔴 MystenLabs.sui and Sei Labs researchers co-authored "Sedna" — a research piece on sharding that addresses the latency-censorship tradeoff in high-throughput chains: 🔴 Sei Labs explored how stablecoin adoption extends U.S. monetary policy in a new research paper: Markets Move Faster on Sei. ($/acc)

Sei

144,613 views • 8 months ago

THIS 38,000-STAR GITHUB REPO TURNS ONE AI AGENT INTO A REAL TEAM THAT CAN BRANCH, VERIFY ITS WORK AND WAIT FOR YOUR APPROVAL most people still run agents as one long chain where every step waits, one failure kills the run and the full workflow starts again Task → Planner → 5 Researchers in Parallel → Skeptic → Writer → Human Gate LangGraph gives every node one job while a shared state carries the findings, decisions and context through the entire system the skeptic can reject an unsupported finding and route the work back before it contaminates the final report, while independent branches keep moving if the run crashes, durable execution resumes from the saved state instead of rebuilding everything, then human-in-the-loop pauses the graph before anything expensive gets sent or published bookmark this repo and watch one prompt turn into an actual org chart for AI agents
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THIS 38,000-STAR GITHUB REPO TURNS ONE AI AGENT INTO A REAL TEAM THAT CAN BRANCH, VERIFY ITS WORK AND WAIT FOR YOUR APPROVAL most people still run agents as one long chain where every step waits, one failure kills the run and the full workflow starts again Task → Planner → 5 Researchers in Parallel → Skeptic → Writer → Human Gate LangGraph gives every node one job while a shared state carries the findings, decisions and context through the entire system the skeptic can reject an unsupported finding and route the work back before it contaminates the final report, while independent branches keep moving if the run crashes, durable execution resumes from the saved state instead of rebuilding everything, then human-in-the-loop pauses the graph before anything expensive gets sent or published bookmark this repo and watch one prompt turn into an actual org chart for AI agents

Gipp 🦅

11,709 views • 2 months ago

🚨 ELON JUST DROPPED A FINANCIAL NUKE “X MONEY WILL BE THE SOURCE OF ALL TRANSACTIONS.” Let that sink in. According to Elon Musk, X Money isn’t just another payments app, it’s intended to become the central hub of global money flow. 💥 One platform 💥 One financial layer 💥 All transactions “It’s intended to be the place where all the money is. The central source of all monetary transactions. It’s really going to be a game-changer.” If this vision lands, banks, payment processors, and even legacy financial rails could be completely sidelined. This isn’t “X with payments.” This is money as an operating system. 💬 Question: Is this the future of finance… or the most dangerous centralization of money ever attempted? Source: xAI All-Hands — Feb 10, 2026
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🚨 ELON JUST DROPPED A FINANCIAL NUKE “X MONEY WILL BE THE SOURCE OF ALL TRANSACTIONS.” Let that sink in. According to Elon Musk, X Money isn’t just another payments app, it’s intended to become the central hub of global money flow. 💥 One platform 💥 One financial layer 💥 All transactions “It’s intended to be the place where all the money is. The central source of all monetary transactions. It’s really going to be a game-changer.” If this vision lands, banks, payment processors, and even legacy financial rails could be completely sidelined. This isn’t “X with payments.” This is money as an operating system. 💬 Question: Is this the future of finance… or the most dangerous centralization of money ever attempted? Source: xAI All-Hands — Feb 10, 2026

ᙢinus ᙡells

353,383 views • 8 months ago

An action-packed week across the Sei ecosystem with major announcements, new integrations, and growing momentum. Builder season is in full swing. Here's what went down 👇 🔴 SIP-3 - Proposal submitted to streamline Sei to EVM-only architecture, enhancing developer experience and parallelized performance. 🔴 Sei Labs - Demonstrates Giga capabilities on internal devnet: 5 gigagas throughput with geographic validator distribution. 🔴 Messari - New Q1 analysis highlights Sei's transaction volume and substantial TVL growth. 🔴 CAMBRIAN - Debuts first AI infrastructure for Sei with open-source Agent Kit SDK. 🔴 OverHerd - Reaches 20,000 installs milestone just two weeks after launch, expanding beyond crypto Twitter. 🔴 Bitget Wallet 🩵 - Adds full Sei support for swapping, portfolio management, and cross-chain bridging. 🔴 Frax Finance ¤⛓️¤ - Brings sfrxUSD to Sei's DeFi ecosystem, integrated with Jelly and Synnax. 🔴 Bitget Wallet 🩵 - Launches Sei Ecosystem Month with TakaraLend USDT staking event hitting 12M+ TVL on day one. From technical milestones to new integrations, the Sei ecosystem continues its growth trajectory. These updates represent just a fraction of what's happening behind the scenes. Onwards 🫡
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An action-packed week across the Sei ecosystem with major announcements, new integrations, and growing momentum. Builder season is in full swing. Here's what went down 👇 🔴 SIP-3 - Proposal submitted to streamline Sei to EVM-only architecture, enhancing developer experience and parallelized performance. 🔴 Sei Labs - Demonstrates Giga capabilities on internal devnet: 5 gigagas throughput with geographic validator distribution. 🔴 Messari - New Q1 analysis highlights Sei's transaction volume and substantial TVL growth. 🔴 CAMBRIAN - Debuts first AI infrastructure for Sei with open-source Agent Kit SDK. 🔴 OverHerd - Reaches 20,000 installs milestone just two weeks after launch, expanding beyond crypto Twitter. 🔴 Bitget Wallet 🩵 - Adds full Sei support for swapping, portfolio management, and cross-chain bridging. 🔴 Frax Finance ¤⛓️¤ - Brings sfrxUSD to Sei's DeFi ecosystem, integrated with Jelly and Synnax. 🔴 Bitget Wallet 🩵 - Launches Sei Ecosystem Month with TakaraLend USDT staking event hitting 12M+ TVL on day one. From technical milestones to new integrations, the Sei ecosystem continues its growth trajectory. These updates represent just a fraction of what's happening behind the scenes. Onwards 🫡

Sei

23,984 views • 1 year ago

For the second time in six months, a Sukhoi Superjet 100 operated by Russian airline Red Wings suffered an in-flight engine failure - the cowlings on the second engine broke off. The incident became the fourth recorded case involving the separation of engine cowling panels. The latest one occurred on June 18. A previous similar case involved a Superjet operated by Rossiya Airlines. Two other such incidents had earlier been recorded on aircraft belonging to Azimuth Airlines. Investigations by Rosaviatsiya authority into all three previous cases reached the same conclusion: the engine cowling latches had not been properly secured following maintenance. The commission found that specialists from Yakovlev Corporation, who had serviced the aircraft in Vladivostok, Russia, failed to comply with maintenance procedures when closing the cowling locks. Following the investigation, Rosaviatsiya recommended that Yakovlev equip the Superjet 100 fleet with additional safety devices and revise the technical documentation. Airlines and maintenance organizations were also instructed to strengthen oversight of maintenance work and pre-flight inspections. 📹: for illustration purposes / 2025
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For the second time in six months, a Sukhoi Superjet 100 operated by Russian airline Red Wings suffered an in-flight engine failure - the cowlings on the second engine broke off. The incident became the fourth recorded case involving the separation of engine cowling panels. The latest one occurred on June 18. A previous similar case involved a Superjet operated by Rossiya Airlines. Two other such incidents had earlier been recorded on aircraft belonging to Azimuth Airlines. Investigations by Rosaviatsiya authority into all three previous cases reached the same conclusion: the engine cowling latches had not been properly secured following maintenance. The commission found that specialists from Yakovlev Corporation, who had serviced the aircraft in Vladivostok, Russia, failed to comply with maintenance procedures when closing the cowling locks. Following the investigation, Rosaviatsiya recommended that Yakovlev equip the Superjet 100 fleet with additional safety devices and revise the technical documentation. Airlines and maintenance organizations were also instructed to strengthen oversight of maintenance work and pre-flight inspections. 📹: for illustration purposes / 2025

Anton Gerashchenko

424,032 views • 3 months ago

KIMI K3 + OBSIDIAN + LOOP ENGINEERING = A VAULT THAT RUNS ITSELF the core idea: the vault is the loop's state, not the chat window everything Kimi K3 knows lives in a .md file the loop: > capture - a thought lands in 00-inbox > context - K3 pulls links, tags, and neighbouring notes > draft - edits happen inside a git worktree, never the live vault > review - a critic agent checks the diff before anything ships > commit - appended to the vault, nothing gets rewritten the key insight: frontmatter fields like supports, contradicts, and supersedes are graph edges, not metadata - the note format is the write API start with a plain loop, it runs about 2-4x the cost of one direct call > only move to a full graph once state has to outlive the session, several agents need to coordinate, or you have to explain what changed - that jump can run 10-50x one review assistant climbed from 55% to 72% to 84% just by moving through these shapes in order
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KIMI K3 + OBSIDIAN + LOOP ENGINEERING = A VAULT THAT RUNS ITSELF the core idea: the vault is the loop's state, not the chat window everything Kimi K3 knows lives in a .md file the loop: > capture - a thought lands in 00-inbox > context - K3 pulls links, tags, and neighbouring notes > draft - edits happen inside a git worktree, never the live vault > review - a critic agent checks the diff before anything ships > commit - appended to the vault, nothing gets rewritten the key insight: frontmatter fields like supports, contradicts, and supersedes are graph edges, not metadata - the note format is the write API start with a plain loop, it runs about 2-4x the cost of one direct call > only move to a full graph once state has to outlive the session, several agents need to coordinate, or you have to explain what changed - that jump can run 10-50x one review assistant climbed from 55% to 72% to 84% just by moving through these shapes in order

Mr. Buzzoni

10,680 views • 1 month ago

The Lagos State Government has reaffirmed its unwavering commitment to environmental enforcement with the arrest of Mr. Ogunbadejo Olawale, a resident of No 25, Ajiboye Street, Alapere, Ketu, for illegal waste dumping. The arrest was effected by a joint enforcement operation carried out by the operatives of the Lagos Waste Management Authority (LAWMA) and the Lagos State Environmental Sanitation Corps (KAI), following credible surveillance and tip-offs from members of the community. The offender was caught red-handed disposing refuse indiscriminately in public, thereby undermining the government’s efforts toward achieving a cleaner and more hygienic Lagos. His arrest is a clear demonstration of the state’s resolve to enforce environmental laws and restore sanity to public spaces. The suspect will immediately be prosecuted in accordance with the relevant law of the State. Dear Lagosians, your support and vigilance are the backbone of our success so far. Together, we are building a city that will not only be resilient and sustainable but one that our children will be proud to inherit. The Lagos State Government assures the public that it will continue to protect the environment through proactive enforcement, community engagement, and sustained advocacy, all aimed at achieving the vision of a #CleanerLagos The Lagos State Govt
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The Lagos State Government has reaffirmed its unwavering commitment to environmental enforcement with the arrest of Mr. Ogunbadejo Olawale, a resident of No 25, Ajiboye Street, Alapere, Ketu, for illegal waste dumping. The arrest was effected by a joint enforcement operation carried out by the operatives of the Lagos Waste Management Authority (LAWMA) and the Lagos State Environmental Sanitation Corps (KAI), following credible surveillance and tip-offs from members of the community. The offender was caught red-handed disposing refuse indiscriminately in public, thereby undermining the government’s efforts toward achieving a cleaner and more hygienic Lagos. His arrest is a clear demonstration of the state’s resolve to enforce environmental laws and restore sanity to public spaces. The suspect will immediately be prosecuted in accordance with the relevant law of the State. Dear Lagosians, your support and vigilance are the backbone of our success so far. Together, we are building a city that will not only be resilient and sustainable but one that our children will be proud to inherit. The Lagos State Government assures the public that it will continue to protect the environment through proactive enforcement, community engagement, and sustained advocacy, all aimed at achieving the vision of a #CleanerLagos The Lagos State Govt

Tokunbo Wahab

291,564 views • 1 year ago

BREAKING: Lebanon has ordered the Iranian ambassador to leave the country by 29th March. Persona non grata. The host nation of Iran’s most successful proxy just told the patron state to get out. This happened on the same day that Hezbollah fired its 55th rocket and drone attack since March 22nd. On the same day that the IDF struck hundreds of Hezbollah targets in southern Lebanon, the Bekaa Valley, and Beirut’s southern suburbs. On the same day that the Lebanese Health Ministry reported 18 killed and 65 injured from Israeli strikes on Lebanese soil. Lebanon expelled the ambassador of the country whose proxy is fighting a war from Lebanon’s territory while Lebanon’s own citizens die in the crossfire. Process what that means. Lebanon has two governments. One sits in the Grand Serail and issues decrees. The other sits in Dahieh and launches missiles. Prime Minister Nawaf Salam has banned all Hezbollah military and security activities. He has demanded weapon surrender. He has expelled the Iranian ambassador. And Hezbollah has responded by firing another barrage into northern Israel this morning. The decrees do not reach Dahieh. The Lebanese Armed Forces remain non-engaged. The state issues orders that the parallel state ignores. The ambassador leaves. The rockets do not. Lebanon created Hezbollah’s host environment and Hezbollah consumed it. Iran’s IRGC dispatched advisors to the Bekaa Valley in 1982 during the Israeli invasion and the chaos of civil war. They trained Shiite militants. They funded mosques, hospitals, schools. They built a social infrastructure that the Lebanese state could not provide, then militarised it. Hezbollah’s 1985 manifesto pledged allegiance to Ayatollah Khomeini. Iran provides an estimated $700 million annually. Forty-four years later, the organisation that Iran built inside Lebanon is more powerful than the state that hosts it. The ambassador can be expelled. The $700 million pipeline cannot. The expulsion is not strength. It is the last card a government plays when it has no others. Lebanon’s economy loses $30 to $80 million per day from the strikes. Five hundred and seventeen thousand people are displaced. The banking system collapsed in 2020 and never recovered. The currency has lost 98 percent of its value since 2019. And now Israel is striking Lebanese territory daily because Hezbollah is using Lebanese territory to attack Israel in solidarity with an Iranian war that the Lebanese government did not start, does not support, and cannot stop. The country is being destroyed by a war between its tenant and its neighbour, and the landlord has no power over either. Hezbollah fights because Iran’s sealed packets and $700 million command it. Israel strikes because Hezbollah fires from Lebanese positions. Lebanon’s government expels an ambassador because expelling an ambassador is the one sovereign act it can still perform. The army cannot disarm Hezbollah. The police cannot enter Dahieh. The courts cannot prosecute a militia that provides social services to a third of the population. The only tool the state has left is a diplomatic note handed to a man whose organisation does not need his presence to continue operating. The Axis of Resistance was designed for exactly this: to fight from inside states that cannot control the fight. Lebanon is the template. Iraq, Yemen, and Syria are the copies. The patron state provides the funding. The proxy provides the violence. The host state absorbs the retaliation. And when the host state protests, the proxy ignores the protest and the patron state sends a new ambassador. The rockets will continue after March 29. The ambassador will leave. The $700 million will not.
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BREAKING: Lebanon has ordered the Iranian ambassador to leave the country by 29th March. Persona non grata. The host nation of Iran’s most successful proxy just told the patron state to get out. This happened on the same day that Hezbollah fired its 55th rocket and drone attack since March 22nd. On the same day that the IDF struck hundreds of Hezbollah targets in southern Lebanon, the Bekaa Valley, and Beirut’s southern suburbs. On the same day that the Lebanese Health Ministry reported 18 killed and 65 injured from Israeli strikes on Lebanese soil. Lebanon expelled the ambassador of the country whose proxy is fighting a war from Lebanon’s territory while Lebanon’s own citizens die in the crossfire. Process what that means. Lebanon has two governments. One sits in the Grand Serail and issues decrees. The other sits in Dahieh and launches missiles. Prime Minister Nawaf Salam has banned all Hezbollah military and security activities. He has demanded weapon surrender. He has expelled the Iranian ambassador. And Hezbollah has responded by firing another barrage into northern Israel this morning. The decrees do not reach Dahieh. The Lebanese Armed Forces remain non-engaged. The state issues orders that the parallel state ignores. The ambassador leaves. The rockets do not. Lebanon created Hezbollah’s host environment and Hezbollah consumed it. Iran’s IRGC dispatched advisors to the Bekaa Valley in 1982 during the Israeli invasion and the chaos of civil war. They trained Shiite militants. They funded mosques, hospitals, schools. They built a social infrastructure that the Lebanese state could not provide, then militarised it. Hezbollah’s 1985 manifesto pledged allegiance to Ayatollah Khomeini. Iran provides an estimated $700 million annually. Forty-four years later, the organisation that Iran built inside Lebanon is more powerful than the state that hosts it. The ambassador can be expelled. The $700 million pipeline cannot. The expulsion is not strength. It is the last card a government plays when it has no others. Lebanon’s economy loses $30 to $80 million per day from the strikes. Five hundred and seventeen thousand people are displaced. The banking system collapsed in 2020 and never recovered. The currency has lost 98 percent of its value since 2019. And now Israel is striking Lebanese territory daily because Hezbollah is using Lebanese territory to attack Israel in solidarity with an Iranian war that the Lebanese government did not start, does not support, and cannot stop. The country is being destroyed by a war between its tenant and its neighbour, and the landlord has no power over either. Hezbollah fights because Iran’s sealed packets and $700 million command it. Israel strikes because Hezbollah fires from Lebanese positions. Lebanon’s government expels an ambassador because expelling an ambassador is the one sovereign act it can still perform. The army cannot disarm Hezbollah. The police cannot enter Dahieh. The courts cannot prosecute a militia that provides social services to a third of the population. The only tool the state has left is a diplomatic note handed to a man whose organisation does not need his presence to continue operating. The Axis of Resistance was designed for exactly this: to fight from inside states that cannot control the fight. Lebanon is the template. Iraq, Yemen, and Syria are the copies. The patron state provides the funding. The proxy provides the violence. The host state absorbs the retaliation. And when the host state protests, the proxy ignores the protest and the patron state sends a new ambassador. The rockets will continue after March 29. The ambassador will leave. The $700 million will not.

Shanaka Anslem Perera ⚡

74,745 views • 6 months ago

a contractor in Shenzhen priced a ¥12,470,900 hospital contract, about $1.7m, in one afternoon and beat firms carrying forty people he explained how he did it: the bid consultancy he used to pay took three days and ¥46,000 for the same envelope. he did this one alone, off one screen, at 11.4% margin, uploaded before the 17:00 cutoff 214 pages of tender documents read, 68 binding clauses pulled out, 9,485 building parts loaded, 14 places found where a duct and a beam sit in the same cubic metre, deepest one 38mm, all of them fixed, 3,318 lines of quantities priced and the package encrypted and uploaded before the 17:00 cutoff this is Graph Engineering: the job gets cut into small nodes, one narrow task each, wired so that one node's output is the next node's input, and any node is allowed to stop the whole run. it turns a model that answers you into a machine that finishes the job: - give every node one job and one output. a node doing two things fails at both and you cannot tell which one broke - put the cheapest rejection first. his qualification node reads clause 7.4, foreign-owned firms barred, and ends the run four seconds in, before anything expensive touches the model - what moves between nodes is a file. the model travels as a model, the quantities as a table, the price as a number - build exactly one loop: the checker finds 14 collisions, the fixer drops the duct 550mm, the checker runs again, and nothing moves on until the count is zero - cap that loop, or a graph will grind on three impossible clashes until the deadline passes - keep one node whose only job is to say no, and give it authority over everything above it - log each node's output on its own, because when the price comes out wrong you need to know which node believed the wrong thing - run the expensive nodes last, always the catch is that a graph is an extremely confident machine: point it at an outdated rate book and it prices an entire hospital off it without a single node noticing, because no node is asked to doubt the input, only to process it so the nodes that earn their keep are the ones that reject, and almost nobody builds those first bookmark this, the full build with all nine nodes and what each one hands to the next is written out in the article ↓
0:16

a contractor in Shenzhen priced a ¥12,470,900 hospital contract, about $1.7m, in one afternoon and beat firms carrying forty people he explained how he did it: the bid consultancy he used to pay took three days and ¥46,000 for the same envelope. he did this one alone, off one screen, at 11.4% margin, uploaded before the 17:00 cutoff 214 pages of tender documents read, 68 binding clauses pulled out, 9,485 building parts loaded, 14 places found where a duct and a beam sit in the same cubic metre, deepest one 38mm, all of them fixed, 3,318 lines of quantities priced and the package encrypted and uploaded before the 17:00 cutoff this is Graph Engineering: the job gets cut into small nodes, one narrow task each, wired so that one node's output is the next node's input, and any node is allowed to stop the whole run. it turns a model that answers you into a machine that finishes the job: - give every node one job and one output. a node doing two things fails at both and you cannot tell which one broke - put the cheapest rejection first. his qualification node reads clause 7.4, foreign-owned firms barred, and ends the run four seconds in, before anything expensive touches the model - what moves between nodes is a file. the model travels as a model, the quantities as a table, the price as a number - build exactly one loop: the checker finds 14 collisions, the fixer drops the duct 550mm, the checker runs again, and nothing moves on until the count is zero - cap that loop, or a graph will grind on three impossible clashes until the deadline passes - keep one node whose only job is to say no, and give it authority over everything above it - log each node's output on its own, because when the price comes out wrong you need to know which node believed the wrong thing - run the expensive nodes last, always the catch is that a graph is an extremely confident machine: point it at an outdated rate book and it prices an entire hospital off it without a single node noticing, because no node is asked to doubt the input, only to process it so the nodes that earn their keep are the ones that reject, and almost nobody builds those first bookmark this, the full build with all nine nodes and what each one hands to the next is written out in the article ↓

Argona

38,189 views • 2 months ago

If you are trying to understand where AI agents are going, learn harness engineering. A capable model is only one part of an agent system. Once the model begins reading files, calling tools, modifying state and working across many steps, the quality of the system depends increasingly on the software around it. Consider a coding agent working through a large repository. The model can decide that it needs to inspect a file, search for a symbol, make an edit or run a test, but those decisions do not execute themselves. The surrounding runtime has to decide which resources are available, whether the requested action is permitted, how the operation should be performed, what result should be retained, and what information should be presented to the model on the next step. This becomes harder as the run gets longer. As history accumulates, replaying everything can become costly and less effective. The harness has to decide what should remain in context, what should be summarized or retrieved later, and what belongs in persistent state outside the context window. Execution has similar problems. A long-running agent may need to survive an interruption, avoid repeating completed work, enforce permissions around consequential actions, and preserve enough history to reconstruct what happened when the final result is wrong. These are harness problems. The harness is the layer that manages context, tools, execution, state, checkpoints, limits and traces around the model. Harness engineering is the work of designing and improving that layer. Engineers inspect execution traces, evaluate agents on representative tasks, look for recurring failure modes, and then change things such as context selection, tool interfaces, state handling or execution controls. That last part matters because agent failures are often not fixed by changing the model. Sometimes the useful change is in what the model sees, how a tool is exposed, what state is preserved, or what the runtime does after a failed step. As agents take on longer tasks, the demands on this surrounding software grow. Model capability remains essential, but harness engineering is what turns that capability into an execution process that can be controlled, inspected, tested and improved.
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If you are trying to understand where AI agents are going, learn harness engineering. A capable model is only one part of an agent system. Once the model begins reading files, calling tools, modifying state and working across many steps, the quality of the system depends increasingly on the software around it. Consider a coding agent working through a large repository. The model can decide that it needs to inspect a file, search for a symbol, make an edit or run a test, but those decisions do not execute themselves. The surrounding runtime has to decide which resources are available, whether the requested action is permitted, how the operation should be performed, what result should be retained, and what information should be presented to the model on the next step. This becomes harder as the run gets longer. As history accumulates, replaying everything can become costly and less effective. The harness has to decide what should remain in context, what should be summarized or retrieved later, and what belongs in persistent state outside the context window. Execution has similar problems. A long-running agent may need to survive an interruption, avoid repeating completed work, enforce permissions around consequential actions, and preserve enough history to reconstruct what happened when the final result is wrong. These are harness problems. The harness is the layer that manages context, tools, execution, state, checkpoints, limits and traces around the model. Harness engineering is the work of designing and improving that layer. Engineers inspect execution traces, evaluate agents on representative tasks, look for recurring failure modes, and then change things such as context selection, tool interfaces, state handling or execution controls. That last part matters because agent failures are often not fixed by changing the model. Sometimes the useful change is in what the model sees, how a tool is exposed, what state is preserved, or what the runtime does after a failed step. As agents take on longer tasks, the demands on this surrounding software grow. Model capability remains essential, but harness engineering is what turns that capability into an execution process that can be controlled, inspected, tested and improved.

Tech with Mak

49,586 views • 18 days ago

⚡️BREAKING: ISRAELI SOLDIERS ADMIT TO SHOOTING STARVING PALESTINIANS. I24 News correspondent: “one of the soldiers told me: Hundreds of Gazans broke into a clearly marked restricted route, and the forces, feeling threatened, fired several shots at the people in order to drive them away.” This admission debunks Israel’s claims of shooting at “suspects” or “armed individuals” — Below are two clips: one filmed by a Palestinian seeking aid at the U.S.-run execution site in Rafah, and the other from an Israeli camera [i24 outlet] showing thousands of starving Palestinians gathered there at the same time and location.
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⚡️BREAKING: ISRAELI SOLDIERS ADMIT TO SHOOTING STARVING PALESTINIANS. I24 News correspondent: “one of the soldiers told me: Hundreds of Gazans broke into a clearly marked restricted route, and the forces, feeling threatened, fired several shots at the people in order to drive them away.” This admission debunks Israel’s claims of shooting at “suspects” or “armed individuals” — Below are two clips: one filmed by a Palestinian seeking aid at the U.S.-run execution site in Rafah, and the other from an Israeli camera [i24 outlet] showing thousands of starving Palestinians gathered there at the same time and location.

Suppressed News.

113,104 views • 1 year ago