Platform Security Guides
In-depth security guides for 55 AI coding platforms, databases, and deployment services. Learn about common vulnerabilities and how to secure your applications.
Understanding AI Platform Security
The emergence of AI coding platforms has fundamentally transformed how developers build web applications. Tools like Lovable, Bolt.new, Cursor, and v0.dev enable rapid prototyping and deployment, allowing developers to go from idea to working application in hours rather than weeks. However, this speed comes with significant security implications that every developer needs to understand.
Research consistently shows that AI-generated code prioritizes functionality over security. When you prompt an AI to build a feature, it focuses on making that feature work correctly rather than implementing the defensive measures that would protect against attacks. The result is code that performs well but often contains vulnerabilities that experienced security engineers would catch and fix.
Each platform in this guide presents unique security challenges based on its architecture, default configurations, and the types of applications it's typically used to build. Understanding these platform-specific risks is essential for building secure applications.
Common Vulnerabilities
Exposed API keys, missing database security, weak authentication, and missing security headers appear across all AI coding platforms. These issues stem from AI prioritizing speed over security best practices.
Platform-Specific Risks
Each platform has unique security considerations. Lovable apps often have Supabase RLS issues, Bolt apps may expose environment variables, and Replit projects can leak secrets through public repositories.
Why Scanning Matters
Automated security scanning catches vulnerabilities that manual review often misses. Running a scan before deployment is the most effective way to identify and fix security issues in AI-generated code.
AI App Builders
Full-stack AI coding platforms
Lovable
Lovable Security
Scan your Lovable app for security vulnerabilities. Check Supabase RLS, find exposed API keys, test authentication, and secure your AI-generated application.
Bolt.new
Bolt.new Security
Scan your Bolt.new app for security vulnerabilities. Find exposed API keys, check Supabase RLS, test security headers, and fix issues before launch.
Replit
Replit Security
Scan your Replit app for security vulnerabilities. Check for exposed secrets, environment variable leaks, database security issues, and insecure deployments.
v0.dev
v0.dev Security
Scan your v0.dev generated components and apps for security vulnerabilities. Check for XSS risks, insecure patterns, and security best practices.
Windsurf
Windsurf Security
Scan applications built with Windsurf IDE for security vulnerabilities. Check for exposed secrets, insecure patterns, and Chromium-based security issues.
AI Code Assistants
AI-powered coding assistants
Cursor
Cursor Security
Scan applications built with Cursor AI for security vulnerabilities. Check for exposed secrets, insecure code patterns, and security misconfigurations.
GitHub Copilot
Copilot Security
Security guide for apps built with GitHub Copilot. Learn about AI-suggested code risks, secret exposure, and secure coding practices.
Claude Code
Claude Code Security
Security guide for apps built with Claude Code. Learn about safe AI-assisted development and securing your codebase.
Sourcegraph Cody
Cody Security
Security guide for apps built with Sourcegraph Cody. Understand AI coding assistant risks and secure your applications.
Tabnine
Tabnine Security
Security guide for apps built with Tabnine AI assistant. Learn about secure AI-assisted development practices.
Database Platforms
Backend-as-a-Service providers
Firebase
Firebase Security
Scan your Firebase app for security vulnerabilities. Check Security Rules, find exposed credentials, test authentication, and secure your Firebase-powered application.
Supabase
Supabase Security
Scan your Supabase app for security vulnerabilities. Check RLS policies, find exposed tables, test authentication, and secure your Supabase-powered application.
PlanetScale
PlanetScale Security
Security guide for PlanetScale MySQL databases. Learn about connection security, branching workflows, and access controls.
Neon
Neon Security
Security guide for Neon serverless Postgres. Learn about connection pooling security, branching, and access controls.
Convex
Convex Security
Scan your Convex-powered app for security vulnerabilities. Check query and mutation access controls, find exposed secrets, and test authentication in your real-time backend.
Hosting & Deployment
Cloud deployment platforms
Vercel
Vercel Security
Security guide for apps deployed on Vercel. Learn about environment variables, serverless function security, and deployment best practices.
Netlify
Netlify Security
Security guide for Netlify deployments. Learn about environment variables, serverless functions, and secure deployment practices.
Railway
Railway Security
Security guide for Railway deployments. Learn about container security, environment variables, and database security on Railway.
Render
Render Security
Security guide for Render deployments. Learn about service security, environment groups, and database protection on Render.
Other Platforms
Additional tools and services
Base44
Base44 Security
Scan your Base44 app for security vulnerabilities. Check for exposed API keys, database security issues, and insecure AI-generated code patterns.
Antigravity
Antigravity Security
Scan your Antigravity-built app for security vulnerabilities. Check for exposed API keys, database security issues, and insecure AI-generated code patterns.
Fly.io
Fly.io Security
Security guide for Fly.io deployments. Learn about edge deployment security, secrets management, and global application security.
Turso
Turso Security
Security guide for Turso edge databases. Learn about libSQL security, token management, and edge data protection.
Bubble
Bubble Security
Security guide for Bubble.io applications. Learn about privacy rules, API security, and workflow protection.
Webflow
Webflow Security
Security guide for Webflow sites. Learn about CMS security, form handling, and custom code protection.
Framer
Framer Security
Security guide for Framer sites. Learn about CMS security, code overrides, and integration protection.
Retool
Retool Security
Security guide for Retool internal tools. Learn about resource security, query protection, and access controls.
MongoDB
MongoDB Security
Security guide for MongoDB databases. Learn about authentication, field-level security, and Atlas configuration.
PostgreSQL
PostgreSQL Security
Security guide for PostgreSQL databases. Learn about Row Level Security, connection security, and access controls.
Upstash
Upstash Security
Security guide for Upstash Redis and Kafka. Learn about token security, edge access, and data protection.
Trae AI
Trae AI Security
Scan applications built with Trae AI for security vulnerabilities. Check for exposed secrets, insecure code patterns, and security misconfigurations in Trae-generated code.
Devin AI
Devin AI Security
Scan applications built by Devin AI for security vulnerabilities. Check for exposed secrets, insecure patterns, and misconfigurations in autonomously generated code.
OpenAI Codex
OpenAI Codex Security
Scan applications built with OpenAI Codex for security vulnerabilities. Check for exposed secrets, insecure code patterns, and security misconfigurations.
Augment Code
Augment Code Security
Scan applications built with Augment Code for security vulnerabilities. Check for exposed secrets, insecure patterns, and misconfigurations in AI-assisted enterprise code.
Emergent (emergent.sh)
Emergent Security
Scan applications built with Emergent for security vulnerabilities. Check for exposed API keys, broken auth flows, and insecure database configurations in AI-generated apps.
Wix Harmony
Wix Harmony Security
Scan applications built with Wix Harmony for security vulnerabilities. Check for exposed data endpoints, misconfigured permissions, and insecure AI-generated code patterns.
Hostinger Horizons
Hostinger Horizons Security
Scan applications built with Hostinger Horizons for security vulnerabilities. Check for exposed credentials, insecure hosting configurations, and AI-generated code risks.
SuperNinja (NinjaTech AI)
SuperNinja Security
Scan applications built with SuperNinja for security vulnerabilities. Check for exposed API keys, insecure multi-model code patterns, and database misconfigurations.
Firebase Studio
Firebase Studio Security
Scan applications built with Firebase Studio for security vulnerabilities. Check for insecure Firebase Security Rules, exposed credentials, and misconfigured authentication.
Tempo Labs
Tempo Labs Security
Scan applications built with Tempo Labs for security vulnerabilities. Check for insecure component patterns, exposed API keys, and authentication weaknesses in generated React apps.
Gemini Code (Google)
Gemini Code Security
Scan applications built with Gemini Code for security vulnerabilities. Check for command injection risks, insecure code patterns, and misconfigurations in Google AI-generated code.
Softr
Softr Security
Scan your Softr app for security vulnerabilities. Check for exposed Airtable keys, insecure data access, missing security headers, and authentication weaknesses in your no-code application.
ToolJet
ToolJet Security
Scan your ToolJet application for security vulnerabilities. Check for exposed database credentials, insecure query configurations, and access control issues in your low-code internal tools.
DronaHQ
DronaHQ Security
Scan your DronaHQ application for security vulnerabilities. Check for exposed database credentials, insecure API connectors, and access control issues in enterprise internal tools.
Jotform Apps
Jotform Apps Security
Scan your Jotform app for security vulnerabilities. Check for exposed form data, insecure integrations, and access control issues in your AI-generated applications.
UI Bakery
UI Bakery Security
Scan your UI Bakery application for security vulnerabilities. Check for exposed database credentials, insecure AI-generated queries, and access control issues.
Orchids
Orchids Security
Scan your Orchids-built app for security vulnerabilities. Check for the same class of issues that caused the BBC-reported security flaw in December 2025.
VibeSDK (Cloudflare)
VibeSDK Security
Scan your VibeSDK application for security vulnerabilities. Check for Workers configuration issues, exposed secrets, and security misconfigurations in your Cloudflare-deployed app.
Amazon Q Developer
Amazon Q Security
Scan applications built with Amazon Q Developer for security vulnerabilities. Check for exposed AWS credentials, insecure IAM patterns, and security issues in AI-generated code.
Cline
Cline Security
Scan applications built with Cline for security vulnerabilities. Check for exposed secrets, insecure code patterns, and misconfigurations from this autonomous coding agent.
Airtable
Airtable Security
Scan your Airtable-powered app for security vulnerabilities. Check for exposed API tokens, misconfigured sharing permissions, and insecure integrations.
Appwrite
Appwrite Security
Scan your Appwrite-powered app for security vulnerabilities. Check collection permissions, find exposed API keys, test authentication flows, and secure your open-source backend.
Xano
Xano Security
Scan your Xano-powered app for security vulnerabilities. Check API endpoint security, find exposed tokens, test authentication flows, and secure your no-code backend.
FlutterFlow
FlutterFlow Security
Scan your FlutterFlow app for security vulnerabilities. Check Firebase Security Rules, find exposed API keys, and test authentication in your visual Flutter application.
Glide
Glide Security
Scan your Glide app for security vulnerabilities. Check data source permissions, find exposed API connections, test row-owner security, and secure your no-code application.
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