Don't just grade your app. Keep it safe while the AI rewrites it.
AI coding tools move fast, so they break things fast, and a one-time grade is stale the moment your next prompt rewrites the routing. ArgosX signs in and drives your app's real journeys, shows you the exact request when one account can read another's data, and then keeps checking: wire it into your repo and every commit is re-verified, failing the build only on what is genuinely new. Issues you already know about never block you again.
| What matters | DIY / vibe-check | AI-only scanners | ArgosX |
|---|---|---|---|
| Features actually workend-to-end, not just page health | Only what you happen to click | Scans markup/headers, not real flows | AI drives real journeys, sign-up, checkout, forms |
| Independentthird-party, not self-graded | You're grading your own homework | A tool, but often the one that built the app | An outside verifier, separate from your builder |
| Human judgmentUX, subjective, multi-actor | Whoever's around, ad hoc | No human in the loop | Vetted human verification on hybrid scans |
| Grounded evidenceevidence, not guesses | A vibe, rarely written down | Findings without reproduction steps | Findings carry evidence: the request, a screenshot & repro steps where they apply |
| Behind your loginwhere your real users live | You test as yourself, in the account you always use | Can't sign in, only ever sees the logged-out site | Signs in as each role you give us, customer, seller, admin |
| Honest about coveragetells you what wasn't tested | You don't know what you missed | A green check implies more than it means | Shows AI-tested vs human vs not-assessed, and names any role we couldn't sign in as |
| Security + accessibilitythe cross-cutting basics | Usually skipped | This is what scanners do well | Same scanners, plus the above |
| Keeps up as the AI rewritesstill true next week, not just today | A check you did once, months ago | A point-in-time grade, re-run it yourself | Re-verifies on every commit and fails the build only on genuinely new issues |
| Alerts that don't churnno re-reported bugs after a refactor | Nothing to compare against | Tracking tied to files and line numbers drifts when they move | Tracks the flaw itself, so a refactor doesn't re-open an issue you already fixed |
| Blast radius of a leaked keymatters once you run more than one app | Not applicable | Typically one account-wide token | Keys can be bound to a single app, so one leaked key can't reach the others |
On timing, honestly: an authenticated deep scan takes real time, tens of minutes, because we actually sign in and drive your app rather than reading its markup. So this is not a sub-minute gate: teams typically run it on merges and releases rather than on every push, and the verdict arrives when the scan finishes. We would rather tell you that than imply security testing is instant.
Independence is the point
The AI that built your app isn't the one that should sign off on it. ArgosX is a separate verifier, so a passing report actually means something.
AI where it's strong, humans where it isn't
AI is great at exercising flows and catching regressions. People are better at judgment calls, confusing UX, edge cases, two users interacting. You get both.
No false confidence
Every report is explicit about what was AI-tested, what a human checked, and what wasn't assessed, so a good score is one you can trust.
See it on your own app, free.
A public scan runs in minutes, no signup. You'll get a VibeScore plus a shareable report.