vas vs SonarQube: Which Scanner for AI-Built Apps?
Both are security tools, but they look at different things. SonarQube analyzes your source code inside CI. vas scans your deployed app by URL for what actually shipped: exposed secrets, database misconfig, and missing headers.
Quick Summary
Choose vas If...
- You built your app with Lovable, Bolt, Cursor, Replit, or v0.dev
- You want to check the deployed app without wiring up CI or sharing source
- You need to catch exposed API keys in shipped JavaScript bundles
- Your app uses Supabase or Firebase and needs live security testing
Choose SonarQube If...
- You want static analysis (SAST) and a code-quality gate in CI
- You maintain a source repository and control the build pipeline
- You want bugs, code smells, and coverage tracked over time
- You need per-language rules across a large team codebase
Feature Comparison
| Feature | vas | SonarQube |
|---|---|---|
| Scans Deployed App (by URL) | No code or repo access needed | Analyzes source code, not the live app |
| Static Code Analysis (SAST) | Not source-based | Industry-leading static analysis |
| Code Quality & Coverage | Out of scope | Bugs, code smells, coverage gates |
| Exposed Keys in Shipped Bundles | Deep JS bundle analysis of the live app | Secret detection in source only |
| Supabase RLS Testing | Active RLS policy testing | No live database testing |
| Firebase Rules Testing | Security rules validation | No Firebase support |
| HTTP Security Headers | Comprehensive runtime analysis | Cannot see runtime responses |
| AI Code Patterns | Built for AI-generated app patterns | Generic rules, not AI-aware |
| No Code Access Required | URL-based scanning | Requires source + CI scanner step |
| AI-Ready Export | Markdown for Claude/ChatGPT | Traditional reports and dashboards |
| Pricing |
Detailed Analysis
Source code vs the deployed app
SonarQube is a static analysis (SAST) and code-quality platform. A scanner runs inside your build, reads your source code, and reports bugs, code smells, and code-level vulnerabilities against per-language rule sets, usually enforced as a quality gate before merge. It is a mature, powerful tool for teams that own a repository and a CI pipeline.
vas looks at the other end of the lifecycle: the app you actually deployed. It scans by URL, with no code access, and inspects what a browser and an attacker see, including the JavaScript bundle your site really serves, the live database access rules, and the HTTP responses. That is where the failures in vibe-coded apps tend to live.
When vas wins
If you built with Lovable, Bolt.new, Cursor, Replit, or v0.dev and just want to know whether your live app is safe, vas is faster and more relevant. You do not need to wire a scanner into a build or hand over source. Paste the URL and it checks for exposed secrets in the shipped bundle, missing Supabase Row Level Security, Firebase rule gaps, and missing security headers.
These are runtime and configuration exposures that source-only static analysis cannot see, because they depend on what was actually deployed and how the backend is configured, not just what the code looks like.
When SonarQube wins
For a team maintaining a real codebase, SonarQube's static analysis, code-quality tracking, and coverage gates are hard to beat. It catches issues at the source, before they ship, and enforces standards across many languages and many contributors over time.
If your priority is a quality gate in CI and long-term code health, SonarQube is the right platform, and vas is not trying to replace it.
Can you use both?
Yes, and they complement each other cleanly. Keep SonarQube in the pipeline for code quality and static analysis, and run vas against the deployed app as a pre-launch check so exposed secrets and database misconfigurations do not reach production. Static analysis catches code problems; vas catches what actually shipped.
Built an AI app? Scan the live version free
vas scans your deployed app by URL for the exposures generic static analysis misses: leaked keys, open database access, and missing headers. Your first scan is free.