AshHackerNews · HN

AgentReady – MCP server that makes any docs site queryable by AI agents

@0xxmemo · X

ATsimbalistov · HN

Show HN: Tracking GenAI cost and endpoint fragility so app teams don't have to

taylorgt · HN

Find every AI model your code calls and warn before it's retired

u/Puzzleheaded-Log-27 · Reddit

Building a multi-model AI deliberation tool taught me something about trust LLM Counsel isn't another wrapper around one model - it sends your question to a panel of frontier LLMs, has them peer-review each other anonymously, and an impartial "chairman" model returns one synthesized answer. Free to start, pay-as-you-go after, credits don't expire. What I've learned so far: people trust a synthesized answer a lot more once they can see that the models actually disagreed and how that disagree

tdubey · HN

DWS A LLM Generated, "Drudge Report" style news site

@marcusyul · X

THEY JUST GAVE AWAY 100 MILLION FREE TOKENS SO YOU CAN STOP BURNING THROUGH YOUR CLAUDE CODE BUDGET. if you code with AI you already know: the session fills up, starts failing, and on top of that you're overpaying there's a tool that fixes this: it shrinks the context before the model even sees it same model, same response, a fraction of the cost in a real session: from $154 to $43. a 72% drop and right now: → extend your Fable sessions in Claude Code → 100M free tokens to try it out you don't switch models you don't touch your code you just stop paying to repeat yourself link below ⬇️

@aryaan_sheth · X

- LLM security for small teams

beatrizgauto5 · V2EX

[开源/技术分享] 全天候 LLM 原生量化交易终端 & 自进化执行引擎： R20 Quantum Trader 折腾了几个月，今天把我一直在实盘环境跑的 **LLM 原生量化交易终端 —— R20 Quantum Trader** 完整开源了！ 传统量化往往依赖死板的指标打分和固定阈值，这个项目做的一件核心探索就是：**将大语言模型（ LLM ）作为交易决策与持仓管理的真正大脑**，结合顶级聪明钱资金流与多维因子，实现自动推演、在途调仓与自进化复盘。 为了让大家能直观看到大模型的真实决策过程，我搭建了一个 24 小时全天候无休的公网在线监控终端，无需登录即可实时围观。 --- ## 🌐 项目地址与在线体验 - 🚀 **在线实时监控终端 (Live Demo)**：[https://www.r20.cn]( https://www.r20.cn) - 📦 **GitHub 开源仓库**：[https://github.com/555cute/r20-quantum-trader]( https://github.com/555cute/r20-quant

fristovic · HN

She watched me look at model rankings and asked what do the numbers mean... I literally had no good way of explaining it to her so I just came up with something that is approximately in the same ballpark as some of the benchmarks out there lol

jonam21 · HN

KBlip – turns AI/LLM news across 100 sources into daily digest threads

@MBrew26730 · X

Dataset cleaning + fine tuning + continual learning at