
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…

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:

为AI应用提供MCP服务器、REST API和行级安全的后端服务平台。
u/bob__io · Reddit
What we learned from trying to turn vibe-coded prototypes into production SaaS applications Founder here. While developing MCPBackend, we noticed a major difference between generating a convincing application demo and building a maintainable SaaS product. AI coding tools are increasingly capable of generating interfaces, routes and even initial application logic. But a production application still needs: a reliable data model authentication and authorization backend validation