@marcusx_

DeFi & AI things @RockawayX | I make music on weekends

Joined July 2019
最近Jev爆火,拿到 Jev API 还不知道怎么玩的,可以按这个清单抄。 1. jev-ultrafast Browser Use 做的高速浏览器 Agent。Jev 每一步只判断「做什么、点哪个元素」,要打字才叫小模型。Google Flights 搜一次航班大约 7 秒。 github.com/browser-use/jev-u… 2. fast-jev-compaction 给 Claude Code 做上下文压缩。每次工具调用先让 Jev 判断还有没有用,没用的删掉,留下来的原文不重写。 github.com/tamaratran/fast-j… 3. json-render Vercel Labs 的生成式 UI 框架。实验里 Jev 不逐 token 写 JSON,只负责选组件、属性和布局。 github.com/vercel-labs/json-… 4. typesafe-mcp 最适合刚拿到 API 的人。把 Jev 接进 Claude Code、Claude Desktop、Codex 和 Pi,随时做 Choice / Score / Noul。 github.com/itsmostafa/typesa… 5. jev-mcp 现成的 Agent 判断工具箱:事实核验、内容筛查、语义排序、分类和信息提取。 github.com/jkudish/jev-mcp 6. SemDecide 把 Jev 做成命令行。Shell 里直接分类、打分、过滤,适合接爬虫、CI 和数据流水线。 github.com/sharziki/semdecid… 7. jev-codex-router 先让 Jev 判断这一轮编程任务有多难,再决定模型档位、推理深度和速度模式。 github.com/0xNatoshi/jev-cod… 8. Winnow 给 Claude Code 做上下文垃圾回收。Read / Bash / Grep 吐一大堆时,Jev 先判断哪些真和当前任务有关。 github.com/GhalebDweikat/win… 9. jev-review 代码审查前先过一遍 Jev,把高风险改动挑出来,再交给更贵的大模型或人。带本地看板。 github.com/devagrawal09/jev-… 10. Blink 把 Jev 当代码库导航器。每走到一层目录,就判断哪些文件和当前问题最相关,再继续往下找。 github.com/ellipsis-dev/blin… 11. agent-desktop 桌面自动化。读系统无障碍树,判断下一步该点哪个按钮、菜单或输入框。 github.com/lahfir/agent-desk… 12. typesafe-mario 让 Jev 玩《超级马里奥》。不看截图,直接读模拟器 RAM 里的结构化状态,再决定跑、跳、躲。 github.com/fhshaik/typesafe-… 13. jev-drone 拿 Jev 控无人机。底层飞控继续负责稳定和安全,Jev 只做爬升、刹车、穿越障碍这类上层判断。 github.com/RomanSlack/jev-dr… 14. OneVOneJev 浏览器里的 1v1 FPS。每个决策 tick 都要判断走位、视角、瞄准、开火和跳跃。 github.com/emrickgarrett/One… 15. jev-trader Monad 测试网上做高频做市。Jev 根据价差和成交方向判断下一步买还是卖,模型延迟大约 81ms。 github.com/jarrodwatts/jev-t… 16. Prism 不直接让 Jev 下单。它判断 toxic flow、市场压力、均值回归之类的状态,再交给原来的策略。 github.com/irfndi/prism-liqu… 17. neo4jev 把 Jev 塞进知识图谱。每走到一个节点,判断下一条最值得走的边,再一路找下去。 github.com/jexp/neo4jev 18. jev-curate 拿 Jev 筛训练数据。JSONL / Parquet 先做质量、相关性和风险判断,再决定哪些进后面的训练。 github.com/AkashPriyadarshii… 19. Canny 防 Coding Agent 嘴硬说自己做完了。看工具输出、代码 diff 和测试结果,再判断完成声明靠不靠谱。 github.com/qkal/Canny 20. killmyidea 输入一个创业点子,Jev 从多个维度打分,最后给你 KILL、FIX 或 SHIP。 github.com/monteduro/killmyi…
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Marcus retweeted
Some premium free fonts I’ve been loving lately. Save these for your next project ↓
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Marcus retweeted
My parents, who were literally clowns, bought a house in the 80s
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Marcus retweeted
"Venice has created one of the most elegant balances of token and equity." @AustinBarack dove deeper into his $VVV model with @TrustlessState 👇
base:0xacfe6019ed1a7dc6f7b508c02d1b04ec88cc21bf 7d is up 60%, and @AustinBarack says it has legs to keep going. → Private AI addressable market is 10-20% of AI users → OpenAI Millennium Prize controversy is a huge marketing moment He also told @bart_hillerich why chasing beta here is a losing strategy, outlined where Venice fits in the broader crypto x AI landscape, and shared his VVV price target.
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Claude did reset Weekly Fable usage. Fable 5.1 is incoming
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Marcus retweeted
🔴 Pakistan'da bir adam, kendi geliştirdiği sürücüsüz otomobili test ederken polis arabasına çarptı.
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From what I know, PNUT didn’t depend on admins either. These memecoins either run because much bigger players than you and me post about them, or they simply don’t. Advice to admins - There’s no need for pathetic posts or disclaimers. If you sold your position it's fine but no one actually cares
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Balances on some Solana neobanks are currently being drained, most notably on @avici. If you've deposited to Tria, Solayer Pay, or any others on Solana, I would advise you to withdraw out of an abundance of caution. KAST does not seem affected.
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Marcus retweeted
For crypto founders, the biggest lesson from @fomo and @Pumpfun ascendance is that the distribution model of the last 5 years for apps is moot. Web3 is dead, wallet connect is dead, dApps are dead. The new plan is vertically integrated mobile: hide the crypto mechanics entirely. Single balance across chains, integrated onramp (Apple Pay is king), no bridges, no seed phrases or private keys (sign in with Google or X). For wallet apps themselves, this presents an existential crisis. The user demands simplicity & the feeling of safety. In the past, your wallet was a gateway to crypto. Now, I hold a deposit in each app I use and I don't yet care if they talk to each other. As always, we go through bundling and unbundling cycles. If Phantom and Jupiter and Metamask were bundling, we are now seeing a great unbundling.
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🙏🙏
(1/6) RockawayX has acquired @RelayerCapital, a crypto long / short hedge fund founded and led by @AustinBarack. Relayer will become RockawayX Liquid Opportunities Fund, focused on undervalued tokens & crypto-related equities. Austin will continue leading the strategy as CIO. More details ↓
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Well of course, i'll build a trading bot
Friend told me he accidentaly bought a server that he doesn't need and that i could use it for a month since it's sitting idle. Tf i am supposed to do with this?
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Marcus retweeted
Solana’s technical roadmap is reaching impressive new milestones. We think these changes and future upgrade roadmap present near-term catalysts for the Solana ecosystem and $SOL token.
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Friend told me he accidentaly bought a server that he doesn't need and that i could use it for a month since it's sitting idle. Tf i am supposed to do with this?
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BREAKING: Moderna stock, $MRNA, surges over +110% after announcing the first ever positive Phase 3 results for a personalized cancer vaccine.
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Being in memecoins world makes sense only if you're a provider. All these tools it's never been harder to actually win at the end House always wins
Husher🤫 <> Axiom🔼 It's never been easier to go private.
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At this point, just use an old iPhone. It’ll outperform almost any hardware wallet. What a shame for these companies.
We have some difficult news to share. Unfortunately, one of our shipping providers has experienced a data breach that exposed sensitive order data. This affects new customers in the US, UK, Sweden, Colombia, Brazil, Italy, and Portugal who received an order within the 90 days prior to August 8th, 2026. The data exposed: - Full names - Shipping addresses - Phone numbers - Email addresses The incident affects 11,742 customers with full exposure (name, email, phone number, shipping address) and 1,947 customers with partial exposure (name, city, email). The breach is limited due to Trezor’s strict 90-day data storage policy (we were also able to negotiate the same terms with fulfillment partners, who follow the same policy). All affected customers have been contacted separately by email. Our systems and devices remain secure, but affected customers could experience an increase in phishing attempts. NEVER enter your wallet backup on a website or share it with anyone, and only check for updates on official Trezor channels. We are deeply sorry to the community and those affected. We are investigating this situation and will post updates on our blog: trezor.io/blog/news/recent-c…
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Replying to @MTSlive
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Just constructed my equities portfolio using @jtx_trade (very smooth experience, feels like tradfi): . solana:XsafvsGtzFqqHgTnA3aPC83EAMkacU5mcGtcSayhpVV - every NVDA GPU, AMD GPU, and hyperscaler ASIC is fabbed at TSMC. ~19x forward earnings for 40%+ guided growth while hyperscalers just RAISED 2026 capex to ~$725B. . solana:Xsc9qvGR1efVDFGLrVsmkzv3qi45LTBjeUKSPmx9qEh - despite July's stock price selloff the business is booming: data center still growing ~90%. Happy to pay ~21x forward for the most dominant franchise in AI. . $SPCXx - down ~45% from the post-IPO high and now trading at $111 ($135 IPO price), while the business targets a $100B revenue run rate by year-end and pulled its $1T forecast FORWARD to 2030.
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This is true. Whoever has some experience in coding will agree that opus 5 outputs are trash right now
I have decided Opus 5 xhigh is basically trash It doesn’t use its thinking budget to do anything more productive, it just uses it to thrash around and do pointless and sometimes harmful things Fable is a good model and I will miss it, but I think I’m finally ready to just let Claude go
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Marcus retweeted
Unbelievably embarrassing for Google that Gemini hasn’t committed any cybercrimes yet
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