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60 projects
提交AI项目获取人工反馈，或测试他人项目赚取Karma。
@socialhighwy · X
Jellar is a place where builders get structured human review on AI-built and vibe-coded products, and testers earn karma reviewing real projects.
在代码合并时强制执行策略并审计AI辅助的更改。
@Scyloq · X
Currently building SentrAI. The merge-time control plane for AI-assisted software development. Enforce policy, audit every AI-generated change. Just finished an interactive demo and would love your honest feedback. Built with @Lovable
收集产品反馈并附带截图、音频和会话回放，便于团队分类和追踪。
u/Zealousideal_North83 · Reddit
Fidibeki — Product feedback that finishes the job Building products is what drives me. While working on my own products, I noticed the same problem: feedback comes in, loses context, and users rarely hear what happened next. So I built Fidibeki. Users can report issues directly inside a product with screenshots, audio, or session replay. I can triage everything in one inbox, merge duplicates, track progress, and keep reporters updated. Privacy is built in: session replay
为 AI 代理、脚本和 CI/CD 管道添加人工审批，支持持久收件箱和安全回调。
u/king4queen · Reddit
Human Approval (HITL) for AI and autonomous system. I kept running into the same annoying problem with scripts and automations: Everything works fine until the software needs a human. Then suddenly I’m building the same stuff again: send a Slack/email notification save some pending state wait without losing the workflow show enough context to make a decision approve/reject/answer something somehow send that answer back handle retries, timeouts and duplicates So I start
审计AI应用的安全漏洞，获取完整检测报告。
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
Independent model readings, explicit disagreement, human decision gates, and verifiable research receipts.
@chatmouthai · X
扫描AI生成应用代码，找出泄露密钥、开放数据库及缺失合规功能。
@AuditBuffet · X
Have you heard that users are supposed to be able to delete their account and download their data? A bunch of places require that. A bunch of vibe coded apps never added the button. We check if your AI skipped it.
Proof there's a real person behind an account or action.
@getanchorid · X
用你的LLM API密钥分析Hacker News公开个人资料。
Topfi · HN
Like everyone on HN, I love nothing more than to (re)read my own comments. Getting my intuition that I am among the smartest, most humble, highest quality commenters on here confirmed by an LLM so capable that the US government had to temporarily export restrict it [0] seemed only natural. Having had my perfection confirmed, I decided to share this joy with you as I had a few percent usage left before a reset. I took a few prompts, then did a review of the output which resulted in Selbstbild, a BYOK (Anthropic / OpenRouter) web app that gives you a summary and assessment of your public comments by one of our machine Gods, including Fable 5 (provided your can afford that luxury at API pricing). In all seriousness, I have, for a long time, used my own comments on social media (including HN) as part of a personal needle-in-haystack test, simply because I do know my somewhat peculiar style and what I tend to write, but also because I can sometimes write in a slightly confusing manner, ma
HuPow用工作量证明验证真人身份，防止AI机器人进入您的收件箱。
cmbza · HN
HuPow – Proof-of-Work to stop AI bots in your inbox
Same results. 10× cheaper. Zero confusion. Everything a human SEO agency does — done for you by AI + guided steps. Run a free SEO audit in 30 seconds.
@jintoppy · X
Watchtower checks nine signals inside every Magento store you run, every hour: cron, indexers, queues, checkout and more. You hear about it when one breaks.
@php4u · X
Adobe Commerce / Magento monitoring
