knoku · HN

Knoku – cited AI answers from docs, files, and team knowledge

@Hitendraa_ · X

@dhruvkumar1805 · X

grenzfrei · HN

CiteReady – Can AI search (ChatGPT, Perplexity) cite your site?

u/Lise_vine23 · Reddit

I made a free, accuracy based alternative to Perplexity Hey everyone! I’m excited to share an early beta of Ping — a free, accuracy based alternative to Perplexity, Google AI mode, and ChatGPT search Here’s what makes Ping different: Accuracy : To me the problem was the AI search was too inaccurate sometimes I always found myself checking the sources and seeing something completely different, Ai search engines today summarize links. Perplexity states: "When you ask Perplexity a ques

@AjayGB4 · X

u/Calm-Tomatillo-7770 · Reddit

Is vibe coding criticism fair? A lot of the criticism of vibe coding is fair. Too many projects look good in a demo then fall apart in production — weak security, missing edge cases, code nobody understands later. One of the biggest gaps is testing (or the total lack of it). I took both automated and manual testing seriously while building Brainary. Ended up with a testing-to-code ratio of about 1 to less than 3, plus a lot of hands-on checking. I think it turned out solid because of that.

u/PowerOk7047 · Reddit

Built a tool to check if AI can actually see your site (not just Google) Hey r/SideProject , I kept running into the same thing while building in public: people obsess over Google rankings, then ask ChatGPT or Perplexity a buyer question and… their product isn’t there. So I built BatSignal. It’s a simple AI visibility check. You point it at a site and it helps you see whether AI systems can even find you, understand your pages, and mention or cite you in answers. Think crawl access, co

apoorvumang · HN

TokenPath – token-level citations for LLM output, read from attention

@ajkbossp · X

Check out what I just built with Lovable!

@thevedp · X

AI Visibility:

sanj001 · HN

Can you tell Wodehouse from a model imitating Wodehouse?