Your AI wrote the code.
Who checked if it's safe?
ShadowOps scans your repo and explains every security issue in plain English — no CVE codes, no security jargon. Built for people who ship fast with Cursor, Lovable, v0, and Bolt.
Checked: secrets, injection, XSS, CORS, SSRF, misconfigs. Auth coverage limited— don't treat a clean result as a full all-clear.
The problem
Vibe coding is fast.
Security vulnerabilities are faster.
You can't spot what you can't read
AI-generated code looks plausible — that's the problem. You ship it because it works. The secrets, SQL injections, and open CORS policies hiding inside are invisible unless you know exactly where to look.
The scary part is what you don't know
You're not worried because you don't know you should be. Most vibe-coded apps have at least one critical vulnerability before they get their first user. You just haven't found out yet.
Security tools weren't built for you
Snyk and Semgrep speak CWE codes and CVSS scores. They assume you're a security engineer. ShadowOps tells you what's wrong in plain English and what to do about it.
How it works
From URL to verdict
in 30 seconds.
Connect your repo
Paste a GitHub URL or point at a local path. We clone it to our scanner — we never execute a single line of your code. Private repos supported.
We scan it
40+ security rules tuned specifically for AI code-generator output run in parallel. Regex patterns, Semgrep analysis, dependency audits. Done in under 30 seconds.
Understand & fix
Every finding comes with a plain-English explanation, the exact file and line, and a suggested fix. Plus an honest section on what we didn't check — so you know what you don't know.
Coverage
What we catch
Tuned for patterns that AI code generators reliably emit. We're honest about what we check — and what we don't.
What we didn'tcheck — and we'll tell you that
Every scan report includes an honest section on what our static analysis can't see. No false confidence.
By the numbers
What we've found in the wild
Across every repo ShadowOps has scanned — real findings, real patterns.
Vulnerability breakdown
By category, across all scans
Where issues hide
Most common finding types
Score over time
+74 ptsTypical repo across 6 scans
See it in action
This is what shipping safely looks like.
See exactly what's wrong — and how to fix it.
ShadowOps surfaces real vulnerabilities with plain-English explanations, precise file and line references, and ready-to-use fixes. Filter by severity, copy the fix, and re-scan. No jargon. No guesswork. No security background required.
Every project, every scan, at a glance.
Plain-English or pentest-grade — your call.
Watch it work in real time.
Two modes
Built for builders and professionals
You built it with AI. Now get a red/yellow/green verdict with every finding explained in plain English — what it is, why it matters, and exactly how to fix it. No security background required.
- Pass / fail verdict with score
- Plain-English explanations
- Exact file + line + fix
- Honest coverage report
Same engine, professional output. Pro Mode turns your scan into a client-ready pentest report with CWE references, OWASP mappings, an executive summary, and auto-generated fix PRs. Invoice-ready.
- Client-ready pentest report (PDF / Markdown)
- CWE + OWASP mapping on every finding
- LLM-powered fix suggestions
- Auto-PR generation
Pricing
Simple, honest pricing
Free forever for quick scans. Pro is coming — join the list for early access.
- Quick scan, full findings
- Plain-English explanations
- Exact file + line references
- Manual scan anytime
- JSON output for CI
- 1 repo at a time
- Auto-scan on deploy
- Unlimited repos
- Fix generation & auto-PRs
- Scan history & trends
- Team seats
- Client pentest reports
- Everything in Free
- Auto-scan on every deploy
- Unlimited repos
- LLM fix generation & auto-PRs
- Scan history & trends
- Team seats
- Client-ready pentest reports
- Priority support
Get started
Find out what's hiding
in your code.
Join the list for Pro — auto-scan on deploy, fix generation, and client reports.