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今晚别刷Netflix了。 去看这个SpaceX AI工程师1小时的课程。 这是我见过最清晰、端到端讲透GrokBot到底该怎么真正用起来的课。 从单agent开始,一路到loop、graph、多智能体协作、verification和agent-friendly架构。 不管你是从没认真跑过agent,还是已经天天在用GrokBot,看完都会把很多“原来如此”的点一次打通。 真正核心就这几层: 1. 99%的人只用1个agent,没用loop和graph,只发挥了1%实力 2. 真正的新stack是Chief of Staff + PM + 20+ workers全自主团队 3. 怎么用高质量skills让agent像真工程师一样干活(pstack) 4. 怎么把代码和架构改成agent-friendly(Dune、contract、CI) 5. 怎么用verification让自己真正敢把活交给它们,而不是一直盯着 大多数人花好几个月才拼出的全景图,这节课直接给你画完。 把时间空出来,这可能是你这个月最值的一堂课。
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前前后后给 15 个喊单王发了 505 万美元工资。 仅仅 10 月 12 日以来,跟着他们冲的钱包,合计亏了 89.9 万美元🤣 一边领工资,一边你买单,这叫什么?这叫分工明确。 数据来自 @zettelkastten 整理的免费 Dune 看板。图里每一根紫柱是一个喊单人领的钱,下面那根红柱是跟他的人亏的钱。替各位跟单侠算了算: 1. 按中位数,跟一单 1000 美元,1 小时后剩 515,1 天后剩 263。不用等牛市,一天就能体验腰斩再腰斩; 2. 45.4% 的币 5 分钟内就到顶,40.9% 是到顶之后才被喊出来的。你看到的是“早期机会”,人家那边是“出货通知”; 3. 跟单 24 小时后,只有 37.2% 的人是赚的,平均每人亏 3.26 美元。单看不多,乘上人数就是 89.9 万; 4. 喊单人拿平台的钱,你花自己的钱。喊错了他不亏,喊对了你也未必赚,这账从头到尾就不是跟你算的。 你刷到那条推的时候,最好的几分钟早就过了。 这门生意稳赚的只有两方: 发工资的平台,领工资的喊单人。剩下那方是谁,请自动对号入座🤑 原帖另外十几个看板也值得收藏: 按胜率、赚到的 SOL、持仓时长筛钱包的; 看 dev 上线后几分钟第一次卖的; Polymarket 和 Kalshi 成交、用户、费用对比的。 有几个热门看板已经停更了,打开先看标题下面写的多久前更新,别拿死数据参考。
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20 free dune dashboards memecoin traders actually use what's inside: > paid 15 callers $5,054,233. since oct 12 the wallets that bought their calls are down $899,112 > $1,000 in the median call is $515 an hour later and $263 a day later > 45.4% of called coins peak within 5 minutes. 40.9% were called after their top callers 1.) → what paid each caller vs what their followers made 2.) → median price 1 minute to 1 day after a call, by caller 3.) → how many minutes a called coin has before it peaks 4.) → daily revenue since jan 2024, launchpad vs pumpswap 5.) → PUMP buybacks and fees, 58 charts 6.) → $535,052,472 since sep 2025. 86.6% of last month's came from coins launched the same day 7.) → minutes until the dev's first sell, month by month 8.) → wallets ranked by coins launched and how many graduated find wallets 9.) → profitable wallets across 31 trading bots 10.) → the last 24h top runners and the wallets that bought them early 11.) → profitable wallets on coins created in the last month 12.) → filter wallets by win rate, SOL earned and median hold time 13.) → filter by median ROI, win rate and scalp ratio the market 14.) → the solana ecosystem in 58 charts 15.) → memecoin volume by chain. solana does 51.9% of it 16.) → which trading app does the volume on each chain 17.) → DEX volume by chain and by DEX. 11,975 stars perps, predictions, airdrops 18.) → hyperliquid fees and revenue, 61 charts 19.) → polymarket vs kalshi: volume, users, fees 20.) → every big airdrop and who claimed it, 489 charts dead or broken. stop bookmarking these: > adam_tehc/memecoin-wars (1,935 stars), axiom, gmgn, fomo, the-robinhood-trenches → last day of data sep 22 > whale_hunter/dex-trading-bot-wars (2,107 stars) → 24 of 37 charts failed > uwusanauwu/perps → 15 of 21 charts failed how to check any dune dashboard in 5 seconds: > the line under the title says "updated 2d ago" and how many charts failed > a yellow "last day of data" line on top = dead > look at the last date on the first chart bookmark this
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吴说获悉,Dune 联合创始人兼 CEO Fredrik Haga 表示,Dune 将把免费套餐调整为仅可查看 Dashboard,用户若要运行链上数据查询需升级至付费计划,当前自助套餐价格为每月 65 美元和 349 美元。Haga 称,原因是对大规模链上数据运行灵活查询的计算成本过高;Dune 过去多年一直向免费用户开放计算资源和数据访问,但随着业务成熟,公司正将资源更多转向企业、金融机构和 AI 等付费数据需求。Dune 今年还曾关闭 Sim 产品,并称将重新聚焦核心链上数据平台。
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Reunited after 26 years. Secos once ventured into the Mu Us Desert to meet Yin Yuzhen. With her vow, she planted 50,000 trees, turning barren sand dunes into green land, a touching story of human power against desertification. #DesertReclamation# #ClimateAction#
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thinking about the cute girl who unfollowed me because i corrected her on Dune lore
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New teaser for ‘DUNE: PART 3’. In theaters on December 18.
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Director Denis Villeneuve has announced that additional IMAX 70mm screenings of ‘DUNE: PART THREE’ will be released tomorrow.
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Tickets for the ‘DUNE: PART THREE’ Insider screenings go on sale tomorrow.
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