3d ago · 14 min read · From bookmark management to real-time weather data, caching strategies, and a natural-language AI layer — here's everything I built and what I learned. Why I Built This I wanted a single project tha
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3d ago · 10 min read · If your SaaS charges customers and also plugs into those customers' billing stack, you do not have one billing problem. You have two. You need to bill your own customer for your product. Then you need to safely ingest billing events from that custome...
Join discussion3d ago · 7 min read · Over the last 48 hours I've run VibeScan — my LLM-powered security audit for AI-generated SaaS — against 21 public apps built on Lovable, Bolt, v0, Cursor, Replit, and Windsurf. I wanted to check whether the 5 patterns I found in 9 apps earlier this ...
Join discussion4d ago · 6 min read · Over the last few weeks I've been running VibeScan — a security audit tool for AI-generated codebases — against a small set of public Lovable / Bolt / v0 / Cursor apps. Same dozen issues keep surfacing. If you're shipping a vibe-coded SaaS, run throu...
Join discussion4d ago · 8 min read · I've been running VibeScan — my security audit for AI-generated SaaS — against public Lovable / Bolt / v0 apps all week. I wrote up the 5 patterns I keep finding yesterday. This post is about the single most common one: Supabase Edge Functions (or Ve...
Join discussion4d ago · 6 min read · Yesterday I ran VibeScan — my security-audit tool for AI-generated SaaS — against 9 public apps built on Lovable / Bolt / v0 / Cursor. Different verticals: healthcare (patient records), finance (AI script-for-sale platform), productivity (logic/notes...
Join discussion4d ago · 9 min read · I'm building a journaling app where the killer feature is: yap your thoughts into your phone, get back clean text that an AI can organise later. Speech-to-text is the most-trafficked path in the product, so the cost math matters from day one. The def...
Join discussion4d ago · 6 min read · Every week I audit a handful of AI-generated apps (VibeScan is the service behind this). The single most common "how is this in production" finding is a broken Row Level Security policy. Usually it's one of: RLS is disabled and the table is just pub...
Join discussion5d ago · 3 min read · The Original Product Educando.app started as an AI activity generator for Brazilian teachers. Describe what you need — subject, grade, pedagogical objective — and get a ready-to-use activity generated
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