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3/ $VULT Self-custody without seeds via MPC/TSS, 30+ chains, built-in swaps; staking shares swap/bridge fees + 30% plugin rev. WL sale today 12:00 UTC, Uniswap V3 + site; Kraken listing Oct 28 If you made top-300, get WL-ready: add extension, create vault, apply WL, connect X on Kaito, back up vault shares. Wait for official CA from @vultisig before buying. Mindshare #1 all weekend momentum into TGE #Web3

The AI x data stack is finally getting the trust layer it was missing @irys_xyz is turning outputs, models, and app events into ownable, verifiable records cryptographically pinned and programmable across chains Track record matters: as Bundlr, they scaled Arweave from 10k to 15M daily txs, ~98% of network activity, 300+ projects onboarded. That’s execution at scale Why now • AI needs verifiability → partners like @Mira_Network bring consensus on claims, Irys locks the truth onchain • Value flow needs rails → @GoKiteAI is wiring agent-to-agent payments, with 1.7B+ inference calls across testnets feeding data pipes Mainnet chatter points to late Oct → early Nov. If accurate, we’re weeks from a programmable permanence layer for AI + dApps Prediction: the winners of this cycle will measure not just compute, but provenance and payoff Stay Hirys, ship Shihan, and build with data that can be trusted forever #AI #Web3

EdgenTech 更新 | 10.28 跨市场裂缝拉大得飞起。上周我们映射的S&P断层 前10股吸走40%权重，等权指数却卡壳 这波涟漪直冲crypto流动性。永续薄盘先扛不住，山寨抖个不停，稳定币开始低语风险厌恶。@EdgenTech的多代理早早钉死溢出：AI beta滑到1.2以下，标志轮动疲软；量子戏码$IONQ稳住+15%在雷达上，RWA切片评A-，那些DePin低谷正求8-12%弹跳。 叠加Aura快照倒计时到10月30日18:00 UTC+8。前3K活跃者锁Elite徽章，外加免费Expert订阅无限代理冲刺。我天天同步主题，重仓$PLTR那46%毛利当轮动锚点，淡$IONQ等到Q4催化点燃 眼瞅排名从1843爬升，没费半点劲。Pro玩法：锚定$BTC偏好，同时ETH ETF从-30K流血中爬回，第一周绿盘重夺$4K动能，或成交量鬼影，基础深挖$3.6K附近。 @EdgenTech 把噪音融成alpha：基本面对冲情绪辩论，秒级搞定，无tab混乱。日本 rollout 上周拉来新鲜亚洲流，社区肿到196K 现在窗口期，吐高质量线程聊叙事转向，tag拿2x助推，堆向Edgentic Store beta 11月15日。 谁今天跑首轮Theme Beta扫描？下面丢portfolio评级，同步 t.co/ygmkCgfnHS，抢徽章前耕耘那优势。 #EdgenTech #InfoFi edgen 是信号绘成故事 氢补贴，ai医疗， 主题变交易 钻研 @EdgenTech | Dogecoin ($DOGE) 基础分析 10.26，经 @EdgenTech 价格&排名：$0.20 | 市值$30.57B | 全球排#9 市场情绪：DOGE超正面，虽大盘“极度恐惧”→可能脱钩 潜在催化：ETF批，机构入，计划PoS转（2026） 生态：从“梗”项目到真生态，月60活跃开发者 #表现&市场概览 指标值当前价$0.20市值$30.57B市值排#9ATH$0.73（2021.5）ATL$0.000087（2015.5） 24h跌0.67% 周涨3.36%→健康短期盘整 上行潜：距ATH 72.43%低→催化落地，大增可能 #代币经济&供给 DOGE 通胀设计， tipping&小额交易币，非价值存储。 指标值流通151.53B总供151.54B最大供无（通胀）年增5.256B分配100%区块奖 流通≈总供→无锁无归属 年5.256B新DOGE via区块奖保网安 DOGE 基础成长，开发者活跃，生态强 大盘“极度恐惧”中，DOGE稳前10市值→社区韧性牛 长线潜：高，现价远低于ATH #EdgenTech

gm ct Dug into @integra_layer this week after seeing their Kaito campaign pop up everywhere, and honestly, it's got me rethinking how real estate even works onchain. Spent a couple hours on their docs turns out they're not messing around with half-measures. This full-stack L1 is engineered for actual property, like turning titles into programmable assets that comply with real laws, not just some tokenized IOU. What hooked me was the programmable legal layer they baked in from the start. No more off-chain headaches for compliance; it's all unified. Tried simulating a simple RWA flow on their test setup, and the way it handles interoperability with DeFi modules feels seamless liquidity without the usual EVM bottlenecks. If you're into #RWA or #tokenization, this is the kind of infrastructure that could actually move trillions off dusty ledgers. Plus, that 0.5% $IRL allocation for top 3,000 in the ecosystem? 0.4% for yappers like us, 0.1% for Kaito broader, with half unlocking at TGE. Low risk to farm points while the project's still under the radar. Been posting takes on property liquidity angles, and it's climbing the leaderboard slow but steady. Feels like one of those setups where the real value compounds quietly before it explodes. Who's already stacking on this or still on the fence?

Vultisig wallet just hit the final countdown Launch on October 27th with $VULT at a $3M FDV entry that's the kind of asymmetric bet that turns heads in this market. Kraken listing follows on the 28th, and early liquidity looks solid at $500K+ on Uniswap. What sets it apart? Seedless vaults using MPC tech no more scribbling 12 words on napkins that hackers love. Distributed shares mean your keys split across devices, phishing-proof by design. I've been testing the beta swaps across 30 chains, and the speed crushes single-chain setups like Zengo. For teams or DAOs, the multisig layer adds that extra lock without the hassle. Stake $VULT post-launch for fee shares, or plug in AI agents for auto-yield farming. Real utility beyond hype. If you're stacking for the AI era, this is infrastructure worth watching. Early movers get the edge. @Vultisig #Web3

VULT launch window is tight: Uniswap v3 at $3M FDV (Oct 27). Phase 1: $1K cap for 1h. Phase 2: $10K for 23h. Public + Kraken on Oct 28. Keep USDC ready, pool link saved, slippage set Under the hood @vultisig runs MPC/TSS (GG20, DKLS) with seedless, device-distributed vault shares. No single point of failure, multi-chain signing across BTC/ETH/SOL, hot-wallet convenience with institutional-grade controls Checklist: connect your Vultisig wallet, link X, get the WL Ready badge; watch Kaito leaderboard (top 300 -> WL, top 500 visible). Imho this fair float + security stack is the crypto wallet meta for AI agents and DAOs #InfoFi $VULT

$BIRB mode activated. Moonbirds aren't chasing the Ethereum hangover anymore. They're nesting on Solana, where speed meets soulbound vibes, and that SBT drop with @solanamobile just lit the fuse for cross-chain birbs that actually fly. Think about it: while the blue-chips grind through L2 fees and gas wars, @moonbirds flips the script. Full IP rights baked in from day one, now supercharged by $BIRB utility governance votes that reward yappers, DeFi yields without the lockup drama, and merch redemptions that turn Talons into real-world flex. I've been watching the Yapper leaderboards heat up on Kaito. Top spots aren't farmed with spam; they're earned through genuine birbish threads that spark convos. Hit #7 on Moonbirds? That's your ticket to early $BIRB slices, plus exclusive drops like that UPRISERS booth at ComplexCon. No wonder holder counts are ticking up 15% post-announcement folks see the ecosystem TVL climbing toward $500M by '28. And the timing? Solana ETF greenlight hits, Saga SBT claims go live, $BIRB TGE whispers December. This isn't revival; it's rearchitecture. Ethereum birbs bridge to Solana via Wormhole, unlocking 1,000 TPS for quests and staking that feels effortless. One hunch: those November claims will flood wallets with more value than current floors suggest. Airdrop math alone could 2x bags for nesters who've held through the winters. If you're sidelined, rotate in now. The birbs are building rails for web3 culture that lasts private clubs, creator tools, metaverse hooks. Undervalued? Absolutely. Moonshot? Inevitable. #Moonbirds #BIRB #Solana #Web3

💥Simple guide I used this week on @NetworkNoya 👇 Steps 🔗 Connect, do daily check‑in + spin for points 💰 Deposit $USDC/$ETH into Omnivaults 🧭 Set risk prefs (conservative/balanced/aggressive) 🧠 Let ZKML agents rebalance across 10+ chains 🎙️ Ask NOYA Agent by voice what it's seeing Results for me: ⚡ It shifted my $USDC twice during a volatility spike 📈 +2.3% APY vs parking on L1, no chain‑hopping 🛡️ Risk flags on collateral, zero liquidation scares ✅ Full audit trail of moves Live intel backing this: 📊 394 graded tokens, 20 reports 🗳️ 106 Polymarket events, 1,333 markets analyzed Running your #DeFi with #ZKML yet or still manually chasing yield? 💙Like 🔁RT

imbibing alpha from the huge brains @NetworkNoya state of defi autopilot: 1. ai agents with zkML run 24/7, rotating yield across chains via OmniVaults while you sleep 2. upgrade teased for NOYA Intelligence, think forecasting flows and pre-emptive allocation over raw dashboards 3. on-chain anomaly detection for wallets/contracts before the news cycle catches up 4. @AlloraNetwork mainnet plugs gML signals into @MyriadMarkets, then pipe allocations into @almanak for automated strategies 5. timeline whispers: Space Race S1 kicked off Jun 9 → six months hits Nov 9 → snapshot → TGE? we’ll see what to do now: > deposit small, test cross-chain rebalancing > try @GOATRollup routing and fees > wire identity with @idOS_network + @Mira_Network for smoother agent ops > cap risk budgets, let compounding prove itself alpha flow: sleep easy, monitor hard, iterate weekly machines grind, you calibrate the crystal ball gets sharper the longer you stay in the loop

day 3 of locking in and @cysic_xyz is already feeling like the quiet storm before zk takes over everything computefi turning idle gpus into yield machines while proofs drop in cost? that's the kind of edge that flips the script on ai compute wars mainnet gearing up with poc in motion, verifiable ai hitting 10x speeds via zk acceleration imagine stacking those without the usual gas drama running provers and verifiers to farm fire points + yapper rewards pre $CYS tge feels like early @vooi_io perps days, lowkey printing conviction i'm spinning up more nodes this weekend, who's joining the chain gang before it pops? you in or watching from the sidelines #Web3 @cysic_xyz

Incentiv Chip 点燃了 从 Early Badge、V1、V2，一路铺垫到现在 这芯片就是 L1 未来的钥匙，下章主网直接起飞 看好 L1 的，赶紧入手一个，错过就后悔了 @Saltie297 下一站主网冲刺 discord.gg/incentiv #Incentiv

surf copilot's yapper s1 just dropped 19k $CYBER to top 100 posters, with claims open till nov 1. that's $30k total pool slicing into real rewards for signal over spam. but s2 ramps to 100k $CYBER over five months, top 200 get pro subs worth $500 each, genesis nfts on top. 75% of leaderboard already paid users grinding research threads that actually move waitlists. upbit's 20k user quiz funnels straight into surf plus access, korea’s biggest exchange handing out month-long trials like candy. that's 20k newbies hitting ai agents for etf flows and whale tracks without tab hell. mobile app's live for max tier now, execution beta routing jupiter liquidity in chat early nov rolls free tier wide open. cyber kb feeds 40 chains and 100k kol sentiments into one flow, saving 160k hours already. no native token means $CYBER captures the whole yap economy, trading like infrastructure nobody prices yet. if 1% of infofi's $30b agent volume routes through surf partners, that's $300m annual fees funneled back to yappers. @Surf_Copilot turns research into dca moves, not fomo chases. s2 ends nov 15, leaderboard's tight with weekly climbers. connect on asksurf.ai and yap your edge #InfoFi

Watching @thriveprotocol quietly flip crypto funding on its head Proof-of-value over hype Onchain milestones + payout rails Certified builders > random proposals GAME CHANGER Takeaways: - ecosystems like @0xPolygon @hedera @base route capital to verified outcomes - Thrive Certified = access to capital, mentorship, and ecosystem trust before first dollar lands - 7-day approvals to $100K when the work checks out - incentives line up so builders and ecosystems win together - DeFi, AI, RWA teams get paid for results, not vibes What does this unlock? Leaderboards, reputation, cross-chain credibility Treasuries spend less, communities ship more, builders scale faster Watching the next class of operators emerge proof, delivery, repeat

今天掃了一眼 @AlloraNetwork 的最新動態，TGE 感覺真的就明天了（10/29？），多鏈日一上線 $ALLO 就能在 ETH、Base、BSC 之間無縫切換，LayerZero 橋接直接搞定，後續還會加更多整合 這波操作太狠，預市場 FDV 才 6 億刀左右，但看 tokenomics，早鳥和核心團隊 36 個月鎖倉（12 個月 cliff），社區 9.3% 大部分日一解鎖，排放曲線還能用手續費 offset 通脹，燒機制一開基本無壓 staking 部分更香，基礎 APY 12% 前 12 個月，像比特幣那樣穩穩發行，delegate 給 17 個日一 validator（@P2Pvalidator、@CosmostationVD 等），然後 Allora Prime S1 衝 50% APY，9 個月季，testnet 點數、Yaps、Forge Hammers 直接換資格，供給上限才 3.3% 我研究完覺得這才是 DeAI 的真 alpha，Inference Synthesis 讓上千 ML 模型互評準確度，集體智慧吊打單模型，DeFi 預測流動性、yield 優化、MEV bot 全蓋，gaming 防作弊、RWA 定價也行，pay-what-you-want 付費超彈性，zkML 證明還能驗證 Yappers 這邊 Phase 3 24 小時 blitz 衝 top 1K 拿 10% 獎勵 + 20 golden tickets，Kaito 算法有 bug 的我這種老粉還在等修，但總之 TGE 日一波，預測 $ALLO 起飛空間大，估值對比 Bittensor 這種，Allora 協調機制贏麻了 我已經把 testnet 點數全轉 staking 了，你呢？快去 explorer.allora.network 查查資格 #DeAI #gML t.co/0MTflWSZw7

ai x ip onchain重燃投资热情，3m等待名单、kaito #15、sei速度、depinsim漫游。@Kindred_AI 即将上线情感引擎+链上记忆，$KIN TGE 12月1日像催化剂一样 我的玩法：genesis里刷dark matter/essence，每天测试，盯着fdv进社区销售10月28+空投11月1，然后一周流量后加仓。如果companions击中pmf，上行空间远超叙事 #Web3 #KindredAI 最近和几个ai基建玩家聊了聊，残酷但真实的共识，分享下： 1/ onchain记忆护城河碾压跟风者 链上ip不是炒作，是身份层重写。3m等待名单不是泡沫，是需求锚点。@Kindred_AI的情感引擎让agents变storytellers，同步对了，pmf不是赌注，是必然 2/ TGE前夜的fdv游戏 社区销售+空投双杀，11月1日后看流量。别急着all in，genesis farming是低风险入场，测试daily抓bug。$KIN如果companions sticky，upside直奔叙事外 3/ 当前策略：stage it right 空仓的：配置10%试水$KIN，类似btc低位。满仓的：降杠杆，转defend。半仓的：farm+watch，等pmf信号 4/ 1011后，ai x ip是疗伤剂 市场fearful，但@Kindred_AI这种有资源基建，不是山寨泡沫。持币者别慌，活着就是赢 牛市在犹豫中成长，我们在场，@Kindred_AI 重塑onchain情感

挖了挖 @AiraaAgent x @zk_agi 这波，妈的不是纯薅羊毛那么简单，是真在筛Web3 AI里的真信号 zkML 包LLM零泄露证明，Solana DePIN GPU 无信任推理，翻转Sentient那套开源剧本：隐私默认，联邦学习数据主权 2.5% $ZKAGI 池子跟FDV挂钩解锁，top100（才326人）TGE拿0.5%，稳thread比一锤子炒作强 早鸟不追泵，在布可验证agent 碾压围墙模型，低门票现在=后期帝国，榜单别淹了 @zk_agi

3/ $VULT Self-custody without seeds via MPC/TSS, 30+ chains, built-in swaps; staking shares swap/bridge fees + 30% plugin rev. WL sale today 12:00 UTC, Uniswap V3 + site; Kraken listing Oct 28 If you made top-300, get WL-ready: add extension, create vault, apply WL, connect X on Kaito, back up vault shares. Wait for official CA from @vultisig before buying. Mindshare #1 all weekend momentum into TGE #Web3

The AI x data stack is finally getting the trust layer it was missing @irys_xyz is turning outputs, models, and app events into ownable, verifiable records cryptographically pinned and programmable across chains Track record matters: as Bundlr, they scaled Arweave from 10k to 15M daily txs, ~98% of network activity, 300+ projects onboarded. That’s execution at scale Why now • AI needs verifiability → partners like @Mira_Network bring consensus on claims, Irys locks the truth onchain • Value flow needs rails → @GoKiteAI is wiring agent-to-agent payments, with 1.7B+ inference calls across testnets feeding data pipes Mainnet chatter points to late Oct → early Nov. If accurate, we’re weeks from a programmable permanence layer for AI + dApps Prediction: the winners of this cycle will measure not just compute, but provenance and payoff Stay Hirys, ship Shihan, and build with data that can be trusted forever #AI #Web3

EdgenTech 更新 | 10.28 跨市场裂缝拉大得飞起。上周我们映射的S&P断层 前10股吸走40%权重，等权指数却卡壳 这波涟漪直冲crypto流动性。永续薄盘先扛不住，山寨抖个不停，稳定币开始低语风险厌恶。@EdgenTech的多代理早早钉死溢出：AI beta滑到1.2以下，标志轮动疲软；量子戏码$IONQ稳住+15%在雷达上，RWA切片评A-，那些DePin低谷正求8-12%弹跳。 叠加Aura快照倒计时到10月30日18:00 UTC+8。前3K活跃者锁Elite徽章，外加免费Expert订阅无限代理冲刺。我天天同步主题，重仓$PLTR那46%毛利当轮动锚点，淡$IONQ等到Q4催化点燃 眼瞅排名从1843爬升，没费半点劲。Pro玩法：锚定$BTC偏好，同时ETH ETF从-30K流血中爬回，第一周绿盘重夺$4K动能，或成交量鬼影，基础深挖$3.6K附近。 @EdgenTech 把噪音融成alpha：基本面对冲情绪辩论，秒级搞定，无tab混乱。日本 rollout 上周拉来新鲜亚洲流，社区肿到196K 现在窗口期，吐高质量线程聊叙事转向，tag拿2x助推，堆向Edgentic Store beta 11月15日。 谁今天跑首轮Theme Beta扫描？下面丢portfolio评级，同步 t.co/ygmkCgfnHS，抢徽章前耕耘那优势。 #EdgenTech #InfoFi edgen 是信号绘成故事 氢补贴，ai医疗， 主题变交易 钻研 @EdgenTech | Dogecoin ($DOGE) 基础分析 10.26，经 @EdgenTech 价格&排名：$0.20 | 市值$30.57B | 全球排#9 市场情绪：DOGE超正面，虽大盘“极度恐惧”→可能脱钩 潜在催化：ETF批，机构入，计划PoS转（2026） 生态：从“梗”项目到真生态，月60活跃开发者 #表现&市场概览 指标值当前价$0.20市值$30.57B市值排#9ATH$0.73（2021.5）ATL$0.000087（2015.5） 24h跌0.67% 周涨3.36%→健康短期盘整 上行潜：距ATH 72.43%低→催化落地，大增可能 #代币经济&供给 DOGE 通胀设计， tipping&小额交易币，非价值存储。 指标值流通151.53B总供151.54B最大供无（通胀）年增5.256B分配100%区块奖 流通≈总供→无锁无归属 年5.256B新DOGE via区块奖保网安 DOGE 基础成长，开发者活跃，生态强 大盘“极度恐惧”中，DOGE稳前10市值→社区韧性牛 长线潜：高，现价远低于ATH #EdgenTech

Vultisig wallet just hit the final countdown Launch on October 27th with $VULT at a $3M FDV entry that's the kind of asymmetric bet that turns heads in this market. Kraken listing follows on the 28th, and early liquidity looks solid at $500K+ on Uniswap. What sets it apart? Seedless vaults using MPC tech no more scribbling 12 words on napkins that hackers love. Distributed shares mean your keys split across devices, phishing-proof by design. I've been testing the beta swaps across 30 chains, and the speed crushes single-chain setups like Zengo. For teams or DAOs, the multisig layer adds that extra lock without the hassle. Stake $VULT post-launch for fee shares, or plug in AI agents for auto-yield farming. Real utility beyond hype. If you're stacking for the AI era, this is infrastructure worth watching. Early movers get the edge. @Vultisig #Web3

gm ct Dug into @integra_layer this week after seeing their Kaito campaign pop up everywhere, and honestly, it's got me rethinking how real estate even works onchain. Spent a couple hours on their docs turns out they're not messing around with half-measures. This full-stack L1 is engineered for actual property, like turning titles into programmable assets that comply with real laws, not just some tokenized IOU. What hooked me was the programmable legal layer they baked in from the start. No more off-chain headaches for compliance; it's all unified. Tried simulating a simple RWA flow on their test setup, and the way it handles interoperability with DeFi modules feels seamless liquidity without the usual EVM bottlenecks. If you're into #RWA or #tokenization, this is the kind of infrastructure that could actually move trillions off dusty ledgers. Plus, that 0.5% $IRL allocation for top 3,000 in the ecosystem? 0.4% for yappers like us, 0.1% for Kaito broader, with half unlocking at TGE. Low risk to farm points while the project's still under the radar. Been posting takes on property liquidity angles, and it's climbing the leaderboard slow but steady. Feels like one of those setups where the real value compounds quietly before it explodes. Who's already stacking on this or still on the fence?

VULT launch window is tight: Uniswap v3 at $3M FDV (Oct 27). Phase 1: $1K cap for 1h. Phase 2: $10K for 23h. Public + Kraken on Oct 28. Keep USDC ready, pool link saved, slippage set Under the hood @vultisig runs MPC/TSS (GG20, DKLS) with seedless, device-distributed vault shares. No single point of failure, multi-chain signing across BTC/ETH/SOL, hot-wallet convenience with institutional-grade controls Checklist: connect your Vultisig wallet, link X, get the WL Ready badge; watch Kaito leaderboard (top 300 -> WL, top 500 visible). Imho this fair float + security stack is the crypto wallet meta for AI agents and DAOs #InfoFi $VULT

$BIRB mode activated. Moonbirds aren't chasing the Ethereum hangover anymore. They're nesting on Solana, where speed meets soulbound vibes, and that SBT drop with @solanamobile just lit the fuse for cross-chain birbs that actually fly. Think about it: while the blue-chips grind through L2 fees and gas wars, @moonbirds flips the script. Full IP rights baked in from day one, now supercharged by $BIRB utility governance votes that reward yappers, DeFi yields without the lockup drama, and merch redemptions that turn Talons into real-world flex. I've been watching the Yapper leaderboards heat up on Kaito. Top spots aren't farmed with spam; they're earned through genuine birbish threads that spark convos. Hit #7 on Moonbirds? That's your ticket to early $BIRB slices, plus exclusive drops like that UPRISERS booth at ComplexCon. No wonder holder counts are ticking up 15% post-announcement folks see the ecosystem TVL climbing toward $500M by '28. And the timing? Solana ETF greenlight hits, Saga SBT claims go live, $BIRB TGE whispers December. This isn't revival; it's rearchitecture. Ethereum birbs bridge to Solana via Wormhole, unlocking 1,000 TPS for quests and staking that feels effortless. One hunch: those November claims will flood wallets with more value than current floors suggest. Airdrop math alone could 2x bags for nesters who've held through the winters. If you're sidelined, rotate in now. The birbs are building rails for web3 culture that lasts private clubs, creator tools, metaverse hooks. Undervalued? Absolutely. Moonshot? Inevitable. #Moonbirds #BIRB #Solana #Web3

💥Simple guide I used this week on @NetworkNoya 👇 Steps 🔗 Connect, do daily check‑in + spin for points 💰 Deposit $USDC/$ETH into Omnivaults 🧭 Set risk prefs (conservative/balanced/aggressive) 🧠 Let ZKML agents rebalance across 10+ chains 🎙️ Ask NOYA Agent by voice what it's seeing Results for me: ⚡ It shifted my $USDC twice during a volatility spike 📈 +2.3% APY vs parking on L1, no chain‑hopping 🛡️ Risk flags on collateral, zero liquidation scares ✅ Full audit trail of moves Live intel backing this: 📊 394 graded tokens, 20 reports 🗳️ 106 Polymarket events, 1,333 markets analyzed Running your #DeFi with #ZKML yet or still manually chasing yield? 💙Like 🔁RT

imbibing alpha from the huge brains @NetworkNoya state of defi autopilot: 1. ai agents with zkML run 24/7, rotating yield across chains via OmniVaults while you sleep 2. upgrade teased for NOYA Intelligence, think forecasting flows and pre-emptive allocation over raw dashboards 3. on-chain anomaly detection for wallets/contracts before the news cycle catches up 4. @AlloraNetwork mainnet plugs gML signals into @MyriadMarkets, then pipe allocations into @almanak for automated strategies 5. timeline whispers: Space Race S1 kicked off Jun 9 → six months hits Nov 9 → snapshot → TGE? we’ll see what to do now: > deposit small, test cross-chain rebalancing > try @GOATRollup routing and fees > wire identity with @idOS_network + @Mira_Network for smoother agent ops > cap risk budgets, let compounding prove itself alpha flow: sleep easy, monitor hard, iterate weekly machines grind, you calibrate the crystal ball gets sharper the longer you stay in the loop

day 3 of locking in and @cysic_xyz is already feeling like the quiet storm before zk takes over everything computefi turning idle gpus into yield machines while proofs drop in cost? that's the kind of edge that flips the script on ai compute wars mainnet gearing up with poc in motion, verifiable ai hitting 10x speeds via zk acceleration imagine stacking those without the usual gas drama running provers and verifiers to farm fire points + yapper rewards pre $CYS tge feels like early @vooi_io perps days, lowkey printing conviction i'm spinning up more nodes this weekend, who's joining the chain gang before it pops? you in or watching from the sidelines #Web3 @cysic_xyz

Incentiv Chip 点燃了 从 Early Badge、V1、V2，一路铺垫到现在 这芯片就是 L1 未来的钥匙，下章主网直接起飞 看好 L1 的，赶紧入手一个，错过就后悔了 @Saltie297 下一站主网冲刺 discord.gg/incentiv #Incentiv

surf copilot's yapper s1 just dropped 19k $CYBER to top 100 posters, with claims open till nov 1. that's $30k total pool slicing into real rewards for signal over spam. but s2 ramps to 100k $CYBER over five months, top 200 get pro subs worth $500 each, genesis nfts on top. 75% of leaderboard already paid users grinding research threads that actually move waitlists. upbit's 20k user quiz funnels straight into surf plus access, korea’s biggest exchange handing out month-long trials like candy. that's 20k newbies hitting ai agents for etf flows and whale tracks without tab hell. mobile app's live for max tier now, execution beta routing jupiter liquidity in chat early nov rolls free tier wide open. cyber kb feeds 40 chains and 100k kol sentiments into one flow, saving 160k hours already. no native token means $CYBER captures the whole yap economy, trading like infrastructure nobody prices yet. if 1% of infofi's $30b agent volume routes through surf partners, that's $300m annual fees funneled back to yappers. @Surf_Copilot turns research into dca moves, not fomo chases. s2 ends nov 15, leaderboard's tight with weekly climbers. connect on asksurf.ai and yap your edge #InfoFi

挖了挖 @AiraaAgent x @zk_agi 这波，妈的不是纯薅羊毛那么简单，是真在筛Web3 AI里的真信号 zkML 包LLM零泄露证明，Solana DePIN GPU 无信任推理，翻转Sentient那套开源剧本：隐私默认，联邦学习数据主权 2.5% $ZKAGI 池子跟FDV挂钩解锁，top100（才326人）TGE拿0.5%，稳thread比一锤子炒作强 早鸟不追泵，在布可验证agent 碾压围墙模型，低门票现在=后期帝国，榜单别淹了 @zk_agi

很多人fud说数据存储这块儿早就凉了，ipfs arweave什么的已经够用，干嘛再折腾个irys出来砸场子，其实他们根本没get到这轮web3数据战略的真意 不是简单存个文件，而是让数据活起来，能编程能互动，直接嵌入逻辑去驱动ai defi那些高频场景。 不知道大家有没有试过testnet上的irysvm，那执行速度直接拉到120k tps，e兼容还带多账本设计，永久存储走arweave式证明，临时数据再搞个轻量层，成本直降20倍，比filecoin快6000倍不是吹的。想想看，nft元数据不死板了，能随外部数据变幻，ai模型训练带上链上溯源，defi协议实时拉数据集优化收益，全都无需额外硬件堆砌。 我最近刷了下questland的leaderboard，@xaitoshi_那哥们儿一周码两千多exp，纯靠发教程和meme堆上去，irys这社区不搞yap门槛，就图大家一起vibe着build programmable data network。主网q4就来，tge也快，airdrop资格刷500exp就行，arcade游戏 faucet claim上传1mb测试数据，bi-weekly发奖励，top100还能捞ecosystem grant，五百到五k testnet token加周边。 这不光是基础设施升级，更是整个agent-powered internet的底座，数据不再是哑巴文件，而是能自证自执行的资产。fud那些fork ipfs的论调，笑死，irys代码超十万行，on-chain全覆盖还带易迁移，programmability直击痛点。回想bundlr那会儿scale arweave到15m tx/day，现在进化成irys，二十m融资砸进去，coinfund a16z背书，berachain桥接刚上，fere ai codatta那些伙伴数据都上链四十tb。 玩过的人知道，testnet五十k用户，tx破亿，engagement拉到1-2%，discord两万五活跃五k，x上15万粉一周两千mention。别急着下结论，这盘子才起步，popcat spx那种从低谷爬到2b的路子，irys也可能走，起码比那些pvp死掉的meme靠谱多了。builder们像josh_benaron lew_xyz，平直远程团队，rust evm全栈，招聘rust dev社区经理，portal上投简历就行。 大局观拉起来，ai数据市场五十b规模冲着来，irys抓准了verifiable provenance，no downtime全球分布式，dev能自动化upload连smart contract，monetize数据permissionless。q1 2026 solana eclipse桥，q2多账本full，2027一b daily ops，2028 ai协调层。别光盯着tge delay的10%吐槽，85% testnet目标已达，quest completion 85%，用户q3涨30%。 向这些数据builder致敬，@irys_xyz 没他们，web3数据层还卡在centralized弱点里。stay irys pilled，fam，数据不止存着，它在建下一个信任less系统 #IrysData #Web3

Just claimed my Saga X Moonbirds SBT on Solana took all of two minutes once I had the Genesis Token lined up, but damn if it didn't feel like unlocking a secret level in some pixelated owl saga. For anyone holding a Saga phone or straight-up Moonbirds/Mythics/Oddities, this is your window until November 22. One mint per NFT, no gas wars, just smooth on-chain magic that pulls in 28k new wallets last round alone. That's not hype, that's actual eyes on @moonbirds for the first time, discovering the nesting vibes without the old Ethereum friction. What hits different this time? It's the bridge to $BIRB eligibility snapshot pending, but early movers like these SBTs are stacking points for that ecosystem token drop. Remember the Seeker + Saga combo hitting 35k mints? Double the prior SBTs combined, all organic pull from holders jumping chains. Solana's speed is turning birbs into multi-chain nomads, and with the birbish. capsule sale pushing to November 10 for cleaner flows, OCG's dialing in the details right. Pro tip from grinding the Kaito Yapper leaderboard: Tie your posts to these activations #Birbish tags rack up Yap Points faster now, especially with the Solana narrative blowing up (5k mentions last week). Top 100 like me are eyeing those boosted $BIRB allocations, but even mid-pack gets retro Talons if you're nesting. It's less about volume, more about that mindshare flex quality yaps over spam. Bullish on this revival arc post-acquisition. Orange Cap's got the TCG crossover locked with Vibes, PSA grading incoming, and $BIRB mechanics Spaces on November 5. If you're sitting on birbs, nest 'em, mint the SBT, yap daily. The universe expands Q1 2026 with Volaria beta, but these moves? They're the quiet catalysts stacking real utility. Stay birbish $BIRB

Watching @thriveprotocol quietly flip crypto funding on its head Proof-of-value over hype Onchain milestones + payout rails Certified builders > random proposals GAME CHANGER Takeaways: - ecosystems like @0xPolygon @hedera @base route capital to verified outcomes - Thrive Certified = access to capital, mentorship, and ecosystem trust before first dollar lands - 7-day approvals to $100K when the work checks out - incentives line up so builders and ecosystems win together - DeFi, AI, RWA teams get paid for results, not vibes What does this unlock? Leaderboards, reputation, cross-chain credibility Treasuries spend less, communities ship more, builders scale faster Watching the next class of operators emerge proof, delivery, repeat