samcymbaluk · HN

Axiom toolkit – Make your ideas precise enough to be proven wrong

@AIWMCX1 · X

Consultants don’t need more noise. AIWMC Quantis helps turn messy business ideas into clear scenarios, runway views, and risk signals — so you can spend less time rebuilding analysis and more time giving the client a real answer.

@_andregarciaio · X

AI Memory Github

u/inc_23 · Reddit

Hey, I created a tool that catches when your LLM is confidently wrong, in production, in real time — looking for beta testers. Your bot sounds sure of itself even when it's wrong, and you usually only find out when a customer complains. Auscope audits every LLM response in the background: 3 models from 3 different providers independently check it, a 4th "chairman" model resolves disagreements, and you get one verdict — verified, uncertain, or unreliable. Runs async, doesn't slow your respon

@martin23_sen · X

前几天 #TapeOut 出圈，获得了 CZ 的关注和互动，市场热度不小。 但官方市场目前只有买单侧，缺少卖单挂单，想买和想卖的人很难高效撮合。为了改善流动性、方便大家交易，我补了一块基础设施，做了一个 TapeOut 聚合交易终端： 目前已经上线： 1.支持买单、卖单双边挂单 2.Firsto挂单 0 手续费、吃单 0.5%，较官方低 50% 3.官方市场订单：官方收取1%，Firsto不加收，免服务费 4.聚合官方市场与 Firsto 自有订单簿 5.成交官方订单时，Firsto 不额外收取手续费 6.支持市价、限价与指定订单成交 7.查看市场最近成交记录 8.支持手机端交易 ... 简单来说，TapeOut 并不是简单再发行一套 NFT，而是把 NAND / LATCH 晶体管变成可消耗、可组合的链上原料，由玩家自行组装电路和机器。 官方预告的“组装矿机挖币”只是第一个应用示例。未来还可能延伸到计算、游戏、授权、新资产发行等更多玩法，可组合性和想象空间都很大。 更多项目分析可以直接在 X 搜索 #TapeOut，已经有不少老师写了很好的调研内容。 我比较看好 TapeOut ，一直也在等新资产发行方式，所以选择成为建设者，而不只是参与者。网站还有更多功能正在开发，如果大家有需求、建议或遇到问题，欢迎私信我🤠。

u/Unfair_Association89 · Reddit

I built a reproducible benchmark for local coding models (Ollama, 27 tasks, live leaderboard) ran it on my 8GB card, here's what I found I kept eyeballing "vibes" to decide whether one quant of a coding model was actually better than another on my machine, so I built Sakura to get real numbers instead. What it does: - Points at any Ollama model and runs it through 27 hand-curated tasks: codegen, bugfix, SQL, refactor, systems design, protocol implementation, and terminal-agent episode

@CHATTU3301 · X

@victorzamfir · X

adi2907 · HN

Everfree -AI cowriter note app on GitHub backend & Evernote migration

@PriceMander7110 · X

u/Much-Section-7680 · Reddit

5 weeks live, 31 followers, 8 website clicks, 0 organic signups. I audited my own marketing today and it was brutal. I spent today auditing my own marketing instead of building, and the numbers were worse than I thought. Posting them because I read these threads for exactly this and almost nobody publishes the bad version. What I built: an LLM agent that runs your trading strategy on your own exchange account and keys. It wakes on a schedule and on price triggers, reasons in plain language,

brandon_grutkowski · Product Hunt

Aurora Glass-box Quantitative AI for Humans and Agents