
Opsis: AI QA & bug detection for vibe coders
Opsis is the QA you don't have to do. It watches your real users, catches the bugs you'd never test for, proves each one on video, and hands you the fix.
@epochmo · X
you guys should try…
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Opsis is the QA you don't have to do. It watches your real users, catches the bugs you'd never test for, proves each one on video, and hands you the fix.
@epochmo · X
you guys should try…

扫描AI应用栈进行健康检查,自动生成修复PR。
@Ishanv9hj · X
We just launched lumioguard for the verification and monitoring layer for ai native teams with start for free #indidev #indihackers #BuildinPublic

Find security holes in your AI-built app before hackers do. StackSecured scans for exposed keys, injection flaws, CVEs and more — with copy-paste fixes.
@djdeepakjha · X
AI can build your startup in days. But who checks the security? Public configs. Weak APIs. Exposed secrets. If AI built your app, scan it before someone else does. 🔒 StackSecured — security assessment #CyberSecurity #VibeCoding #AppSecurity

Mitsumono用AI扫描网站漏洞并快速生成修复建议。
@wraithnet0x · X
Hey developers! I just launched my agentic security scanner. This is not your basic code review that could be replaced by claude code or anything like that. It tests the live application and hand you the fix so you can secure it in time. Website: Demo⬇️

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.

粘贴 GitHub 仓库扫描安全漏洞,自动修复代码问题。
u/Still_Amphibian545 · Reddit
almost launched a side project with my api keys sitting in the repo (a week free gpt 5.6 on us) was about a day from launching a small project when i noticed my openai key was just sitting in a committed file. it had been there for weeks. no idea how i missed it. made me wonder what else was wrong that i couldn't see. turns out for vibecoded stuff it's usually the same handful of things. secrets in the repo, endpoints with no auth, a database with no access rules, no limit on the ex

评估AI应用是否可交付、脆弱或实验项目的免费评分卡。
@eric810829 · X
I made a free Vibe-Coded App Reality Score. It checks the boring launch proof: - payment/access state - private data boundaries - AI output evidence - support recovery - one real user flow 0-100 score: