Tool Comparison

VibeSafe vs GitGuardian

GitGuardian is the industry standard for detecting secrets in git history. VibeSafe detects secrets and everything else that breaks an AI-built app — and explains it all in plain English.

Best for
🛡️ VibeSafe
Founders who built with AI tools and need full-coverage security in one place
Best for
GitGuardian
Developer teams needing automated git history monitoring across many repos
The real problem with secret leaks: Most exposed API keys in vibe-coded apps aren't in git history — they were hardcoded by an AI tool and never committed with any awareness that they were dangerous. GitGuardian watches git. VibeSafe reads the code the AI actually wrote.

Feature comparison

Feature 🛡️ VibeSafe GitGuardian
Hardcoded secret detection in code ✓ API keys, tokens, passwords, JWT secrets ✓ GitGuardian's core strength — 350+ secret patterns
Git history / commit scanning ✗ Scans current code only ✓ Scans entire git history, catches deleted secrets
Real-time git push monitoring ✗ On-demand scanning ✓ Hooks into every push, alerts immediately
Supabase RLS misconfiguration ✓ Always flagged as critical ✗ Not covered
SQL injection, XSS, auth bypass ✓ Full vulnerability scan ✗ Secret-focused only
Prompt injection detection ✓ Flags LLM prompt injection vectors ✗ Not covered
CVE / dependency vulnerability check ✓ Via OSV.dev — npm and PyPI packages ✗ Not covered
Live URL / DAST scanning ✓ Scans deployed app for header & config issues ✗ Not covered
Plain-English explanations ✓ Every issue explained without jargon ✗ Alert-style output — requires developer to interpret
AI-generated code awareness ✓ Tuned for Lovable, Bolt, Cursor patterns ✗ No vibe-coding awareness
Setup required Zero — paste code and scan GitHub/GitLab integration, team setup, CLI
Pricing — free tier 3 scans/month, no card required Free for public repos; paid for private
Pricing — paid $29/month flat $29+/month per developer seat

Who should use which tool?

🛡️ Choose VibeSafe if you are…

  • ✓ A non-technical founder using Lovable, Bolt, or Cursor
  • ✓ Worried about more than just secrets — auth, RLS, runtime errors
  • ✓ Launching soon and need a full pre-launch security check
  • ✓ Scanning your deployed app's live URL as well
  • ✓ Working solo without a developer to interpret alerts
  • ✓ Wanting one tool that covers all vibe-coding risk areas

Choose GitGuardian if you are…

  • ✓ A developer team with an active git workflow
  • ✓ Needing to audit entire git history for past leaks
  • ✓ Managing many repos and need automated monitoring
  • ✓ Wanting real-time push alerts for secret exposure
  • ✗ Not suitable if you need full vulnerability coverage
  • ✗ Not suitable for non-technical users

What VibeSafe catches that GitGuardian doesn't

🔏
Supabase RLS misconfigurations
An open Supabase table is more dangerous than an exposed API key — any user can read any other user's data. GitGuardian doesn't check database security config.
🤖
Prompt injection risks
AI apps that pass user input or fetched content to an LLM without sanitisation are vulnerable to prompt injection. 85% attack success rate. GitGuardian doesn't cover it.
💥
Runtime errors & logic bugs
Missing awaits, null pointer exceptions, inverted conditions — code that crashes or does the wrong thing when real users hit it. Out of scope for GitGuardian entirely.
📦
Vulnerable dependencies (CVEs)
Known CVEs in your npm or PyPI packages via OSV.dev. GitGuardian focuses on secrets, not your dependency tree.
🌐
Live deployment issues
Missing HSTS, no CSP header, exposed /.env path, misconfigured CORS on your running app. VibeSafe scans the live URL. GitGuardian only looks at your git history.
💬
Human-readable output
GitGuardian sends alert emails with secret locations and severity scores. VibeSafe tells you in plain English what it is, why it matters, and exactly what to do about it.

Do I need both?

If you are a developer team shipping into production and have the bandwidth to manage alerts, GitGuardian's git history monitoring is genuinely valuable — it catches secrets that were committed and deleted, which VibeSafe does not.

If you are a non-technical founder who built with an AI tool, the most likely scenario is that secrets were hardcoded directly into your code by the AI, not buried in your git history. VibeSafe scans exactly that — plus everything else that makes an AI-built app dangerous to launch.

For most vibe coders, VibeSafe alone provides broader security coverage than GitGuardian at a lower price — without needing a developer to manage it.

Try VibeSafe free

Scan your AI-built app for secrets, RLS issues, CVEs, and more — in 30 seconds, no setup required.

Start free scan → See all features