@askjames_co · X

@harryjwang · X

I've used many of the major conference systems. Plenty still have docs as an unsearchable static site — or worse, as PDFs that stopped tracking the product three versions ago. Somehow, still true in 2026. We took an AI-first path with instead. Our docs are generated from the codebase itself. A custom Claude Code skill writes each page and retakes the screenshots whenever a feature changes — so the docs don't drift from the product. Every page still gets reviewed by a human before it ships. Now you can talk to them, too. We just shipped "Ask AI" over our docs: This feature also turned out to be a nice teaching case for agentic RAG vs. classic RAG: • Classic RAG: chunk → embed → vector DB → retrieve once, by fixed rules • Agentic RAG: hand the model a search tool and let it drive — write a query, read the results, rewrite, retry At more than 100 pages, still no vector database needed. And every answer cites the exact page it came from. #Age

@XRmic_app · X

is an alternative to reddit. Users can get donation for high quality post.

@nameisnotanoun · X

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

@ktat93 · X

A lot of things actually: 1. (qrcode generator - $120mrr) 2. (analytics soon + monitoring) 3. 4. (~10k visitors)

marcushuang4595 · V2EX

[跟风作品] 最近竞价排行榜挺火，我也做了一个，看看能有什么效果 最近看到 Outbid 、WinBid 这类“付费竞价决定排名”的网站，觉得模式挺有意思。 规则简单直接，开发量看起来也可控，所以我跟风做了一个自己的版本： https://bidfight.lol 项目叫 BidFight ，玩法没刻意包装： - 提交产品、网站或个人项目，最低 $1 上榜 - 排名按照 Stripe 实际确认的累计付款金额决定 - 已上榜项目想提高排名，只支付目标金额与当前金额的差额 - 金额相同时，先达到该金额的排在前面 - 点击项目后会先统计次数，再跳转到目标网站 - 榜单、付款金额和点击数据都是真实的，不填充假项目 技术上用了 Vite 、Cloudflare Workers 、D1 和 Stripe 。 目前只有 1 个项目和 $1 的竞价，算是刚把完整流程跑通。这个模式是不是能带来流量、会不会有人愿意付费、榜单最后会变成什么样，我自己也不知道。 发出来主要就是想看看它最终能产生什么效果。 我比较想验证几个问题： 1. 大家会不会