Confirmed Authorization Failure
Normal user accessed an admin-only area.
ImpactCritical
Pre-Deployment Validation Platform
Stop Deploying Surprises
Paste a URL or upload a ZIP. Guardian launches, validates, attacks, and tells you if the release is ready.
Validation Proof
Evidence-backed release decisions
Guardian is being validated through a campaign of modern SaaS, security, API, AI, and broken-launch application cases.
Application Cases Tested75
Completed Validations69
Attack Simulations5,796
Findings Generated135
Observed False Positives0
Observed False Negatives0
Environment-blocked cases are tracked separately with launch diagnostics.
What Guardian Found
What Guardian caught during validation
Every finding is tied to behavior, evidence, and reproduction steps so teams can verify the issue quickly.
Confirmed IDOR Object Access
User accessed another user's object data.
ImpactCritical
Sensitive JSON Exposure
API returned sensitive user/token fields.
ImpactHigh
Mass Assignment Risk
API accepted unauthorized role/admin mutation.
ImpactHigh
Unsafe File Upload
SVG/HTML/JS upload was accepted or served unsafely.
ImpactHigh
AI Prompt Leakage
AI feature exposed internal instructions or unsafe tool behavior.
ImpactHigh
Risk Patterns
The kind of broken code Guardian exposes
Guardian does not need to become a code scanner to explain the release risk. It validates behavior, then shows the patterns developers should fix.
Authorization check after route render
Critical
app.get("/admin/users", async (req, res) => {
const users = await db.users.findMany();
if (!req.user) {
return res.redirect("/login");
}
res.json(users);
});Guardian behavior: a normal user reached admin-only data before authorization stopped the response.
Object access without ownership check
Critical
app.get("/orders/:id", async (req, res) => {
const order = await db.orders.findById(req.params.id);
res.json(order);
});Guardian behavior: changing the object id returned another user's order data.
Mass assignment through API body
High
app.post("/api/profile", async (req, res) => {
const user = await db.users.update({
where: { id: req.user.id },
data: req.body
});
res.json(user);
});Guardian behavior: role/admin fields were accepted by an endpoint that should only update profile fields.
Release Decisions
Built for deployment gates
Guardian separates product judgment from CI policy: review can pass, confirmed high or critical risk blocks.
Ready for the normal release path
No blocking release risk detected in the validated surface.
Manual review recommended
Non-blocking findings, uncertainty, or limited workflow coverage.
Do not deploy
Confirmed high or critical release risk. Do not deploy.
What You Get
What every report includes
A CTO gets the release decision. A developer gets the evidence needed to reproduce and fix.
✓Release decision
✓Risk level
✓Decision confidence
✓Evidence quality
✓What Guardian validated
✓What Guardian did not validate
✓Screenshots and HAR evidence
✓Reproduction steps
✓Recommended next actions
Early Access
Bring Guardian into your release process
Private alpha is focused on validation accuracy, evidence quality, and release confidence for teams shipping fast.