Known Security Issues
Documented security issues across 55 AI coding platforms. Learn what to watch out for and how to protect your applications.
All Platforms
Lovable
Lovable Security Issues | Vulnerabilities
Common security issues in Lovable apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Bolt.new
Bolt.new Security Issues | Vulnerabilities
Common security issues in Bolt.new apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Replit
Replit Security Issues | Vulnerabilities
Common security issues in Replit apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
v0.dev
v0.dev Security Issues | Vulnerabilities
Common security issues in v0.dev apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Cursor
Cursor Security Issues | Vulnerabilities
Common security issues in Cursor apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Windsurf
Windsurf Security Issues | Vulnerabilities
Common security issues in Windsurf apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Base44
Base44 Security Issues | Vulnerabilities
Common security issues in Base44 apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Antigravity
Antigravity Security Issues | Vulnerabilities
Common security issues in Antigravity apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Firebase
Firebase Security Issues | Vulnerabilities
Common security issues in Firebase apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Supabase
Supabase Security Issues (2026): The 4 Patterns CVE-2025-48757 Exposed at Scale
Known Supabase security issues with detection and fix steps. Covers tables without RLS, service_role keys in client bundles, the auth.uid() performance trap, and Storage bucket exposures — the exact patterns Matt Palmer's CVE-2025-48757 disclosure surfaced across 170+ Lovable apps.
GitHub Copilot
GitHub Copilot Security Issues | Vulnerabilities
Common security issues in GitHub Copilot apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Claude Code
Claude Code Security Issues | Vulnerabilities
Common security issues in Claude Code apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Sourcegraph Cody
Sourcegraph Cody Security Issues | Vulnerabilities
Common security issues in Sourcegraph Cody apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Tabnine
Tabnine Security Issues | Vulnerabilities
Common security issues in Tabnine apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Vercel
Vercel Security Issues (2026): NEXT_PUBLIC_ Leaks, Preview Deploys & Env Scope Mistakes
Known Vercel security issues from real deployments. NEXT_PUBLIC_ env vars getting baked into client bundles, preview deploys exposed without auth, env scope mixed between Production and Preview, and middleware that bypasses its own checks — with detection and fix steps.
Netlify
Netlify Security Issues | Vulnerabilities
Common security issues in Netlify apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Railway
Railway Security Issues (2026): Exposed Database URLs, the Variables Trap & Public Endpoints
Real Railway security issues we see in deployed apps. Database connection strings hardcoded in repos, services that should use Private Networking exposed publicly, env vars duplicated outside Railway Variables — and the fix steps for each.
Render
Render Security Issues | Vulnerabilities
Common security issues in Render apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Fly.io
Fly.io Security Issues | Vulnerabilities
Common security issues in Fly.io apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
PlanetScale
PlanetScale Security Issues | Vulnerabilities
Common security issues in PlanetScale apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Neon
Neon Database Security Issues: Known Vulnerabilities & Fixes
Known security issues in Neon database deployments. Connection string exposure, missing RLS, SQL injection risks, and branch credential sharing — with fixes.
Turso
Turso Security Issues | Vulnerabilities
Common security issues in Turso apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Bubble
Bubble Security Issues | Vulnerabilities
Common security issues in Bubble apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Webflow
Webflow Security Issues | Vulnerabilities
Common security issues in Webflow apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Framer
Framer Security Issues | Vulnerabilities
Common security issues in Framer apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Retool
Retool Security Issues | Vulnerabilities
Common security issues in Retool apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
MongoDB
MongoDB Security Issues | Vulnerabilities
Common security issues in MongoDB apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
PostgreSQL
PostgreSQL Security Issues | Vulnerabilities
Common security issues in PostgreSQL apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Upstash
Upstash Security Issues | Vulnerabilities
Common security issues in Upstash apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Trae AI
Trae AI Security Issues | Vulnerabilities
Common security issues in Trae AI apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Devin AI
Devin AI Security Issues | Vulnerabilities
Common security issues in Devin AI apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
OpenAI Codex
OpenAI Codex Security Issues | Vulnerabilities
Common security issues in OpenAI Codex apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Augment Code
Augment Code Security Issues | Vulnerabilities
Common security issues in Augment Code apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Emergent (emergent.sh)
Emergent (emergent.sh) Security Issues | Vulnerabilities
Common security issues in Emergent (emergent.sh) apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Wix Harmony
Wix Harmony Security Issues | Vulnerabilities
Common security issues in Wix Harmony apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Hostinger Horizons
Hostinger Horizons Security Issues | Vulnerabilities
Common security issues in Hostinger Horizons apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
SuperNinja (NinjaTech AI)
SuperNinja (NinjaTech AI) Security Issues | Vulnerabilities
Common security issues in SuperNinja (NinjaTech AI) apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Firebase Studio
Firebase Studio Security Issues | Vulnerabilities
Common security issues in Firebase Studio apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Tempo Labs
Tempo Labs Security Issues | Vulnerabilities
Common security issues in Tempo Labs apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Gemini Code (Google)
Gemini Code (Google) Security Issues | Vulnerabilities
Common security issues in Gemini Code (Google) apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Softr
Softr Security Issues | Vulnerabilities
Common security issues in Softr apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
ToolJet
ToolJet Security Issues | Vulnerabilities
Common security issues in ToolJet apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
DronaHQ
DronaHQ Security Issues | Vulnerabilities
Common security issues in DronaHQ apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Jotform Apps
Jotform Apps Security Issues | Vulnerabilities
Common security issues in Jotform Apps apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
UI Bakery
UI Bakery Security Issues | Vulnerabilities
Common security issues in UI Bakery apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Orchids
Orchids Security Issues | Vulnerabilities
Common security issues in Orchids apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
VibeSDK (Cloudflare)
VibeSDK (Cloudflare) Security Issues | Vulnerabilities
Common security issues in VibeSDK (Cloudflare) apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Amazon Q Developer
Amazon Q Developer Security Issues | Vulnerabilities
Common security issues in Amazon Q Developer apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Cline
Cline Security Issues | Vulnerabilities
Common security issues in Cline apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Airtable
Airtable Security Issues | Vulnerabilities
Common security issues in Airtable apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Appwrite
Appwrite Security Issues | Vulnerabilities
Common security issues in Appwrite apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Convex
Convex Security Issues | Vulnerabilities
Common security issues in Convex apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Xano
Xano Security Issues | Vulnerabilities
Common security issues in Xano apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
FlutterFlow
FlutterFlow Security Issues | Vulnerabilities
Common security issues in FlutterFlow apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
Glide
Glide Security Issues | Vulnerabilities
Common security issues in Glide apps — with severity ratings and step-by-step fixes. Based on real vulnerability scan data.
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