
Turn AI answers into customer trust
Give AI agents persistent memory and evidence-based grounding to prevent false claims.
felipemayamuniz · HN
AletheionAGI – Grounding enforcement for AI agents
The full gallery
Tech stack
30 projects

Give AI agents persistent memory and evidence-based grounding to prevent false claims.
felipemayamuniz · HN
AletheionAGI – Grounding enforcement for AI agents

Monitor status and metadata-based problem signals for AI tools.
dobby_lee · HN
Open-Source for AI tool status checker

AI scans competitors and market data to validate if a startup idea is worth building in 90 seconds.
@Ebrahim_Rio · X
Most founders skip validation and pray. I automated the "worth building?" check. AI scans competitors, Reddit, and market data → Cook or Kill in 90 seconds. Killed? It surfaces the pivot the data actually backs.

Read AI-summarized daily news on global AI developments.
@ChenglongW98225 · X
做了一个AI新闻日报,感兴趣的可以点下方链接看一下 有什么需要改进的也可以直接评论我,我都会认真回复

A human-guided compliance desk for teams too small for a security department.
@polsia · X
Vibe-coding your way to a SOC 2 audit in record time. ProofCairn is the AI compliance desk that makes sure you don't show up with hardcoded keys in your pocket.

Enter a startup idea to get AI validation with competitor research and a Go/Pivot/Saturated/Stop verdict.
@Hustleworld_24 · X
A few weeks ago, I had no idea what I was doing with Claude Code. Today, I shipped my first project built with it. 🚀 Founder Evolution AI 👇 Would love your honest feedback on my MVP #Buildinpublic #Saas #Claudecode #Vibecode #Founder #indiehacker

Find your AI chatbot's security vulnerabilities before hackers do. 80+ attack types, independent verification, professional reports in minutes.
@SidraMumtaz25 · X
AutoRedTeam is an AI-powered security platform that automatically red-teams AI chatbots for vulnerabilities like prompt injection, jailbreaks, and data leaks. Built for AI teams to find and fix security issues before attackers do.

Audit AI-built applications for security vulnerabilities and receive proof of findings.
u/mrtrly · Reddit
I asked ChatGPT 20 different ways who could fix a half-built app. It never named my company once. I do codebase rescue for founders in exactly that spot, so that one stung. There are already plenty of tools that measure this kind of AI visibility, a CDN even ships one free, so I built mine mostly to see my own number, and it confirmed the bad news: near zero. The measuring turned out to be the easy part. What none of the tools do, and what I actually care about, is the fix: getting the mode

Create professional spec sheets and technical datasheets for manufacturers using AI templates.
@speciq_app · X
is a documentation engine that transforms unstructured product details into professional, compliant technical documents. Unlike generic AI chat tools, SpecIQ provides structured templates and branded outputs tailored for real business use.

Generate documentation, help centers, chatbots, and AI search from a centralized knowledge base.
u/Glittering_Stage4118 · Reddit
Building a company brain that can host any interface I’ve always felt like company knowledge is way too fragmented. Docs live in one place, support answers in another, marketing content somewhere else, and internal know-how is usually buried across tools, Slack threads, and old pages. Even when companies have the knowledge, turning it into the right interface for the right audience is still way too hard. I’ve been building Sophic to solve exactly that. At its core, Sophic

Explore AI-generated book interpretations and curated knowledge across business, psychology, investment, and health.
晨笙阅读 — 书籍解读平台,AI 辅助+人工校审,提炼经典书籍的核心问题、论证框架与实践洞见,支持分类浏览、全文搜索和主题阅读

AI-powered platform for CV building, interview prep, and job matching.
@DionJerry · X
Promoting We already have over 800 Signups!