The 7 risks of vibe coding nobody tells you about
The AI writes fast. But what it writes — and nobody reads — is exactly what an attacker exploits first.
- 1
OWASP Top 10 at token speed
String-built SQL, disabled TLS, permissive CORS, weak hashing. AI reproduces what it saw most — and what it saw most is insecure. A 5-minute scan finds it. An attacker does too.
- 2
Secrets in the prompt and the code
Someone pastes the API key "to make it work" and it ends up committed, in history, leaked. Key in the wild = cloud account compromised in hours.
- 3
Dependencies that do not exist
The AI invents package names; criminals register those names with malware. You install a credential stealer thinking it is a library.
- 4
Code nobody understands
If you did not read it, you do not know what runs in production. An admin route without auth "to make testing easier" becomes an open door.
- 5
Too many permissions and endpoints
You ask for "list users", the AI returns every field without checking who is asking. Sensitive data leaked through a single endpoint.
- 6
Rushed cloud
Cloud infrastructure with a bloated monthly bill: provisioned in a hurry, public bucket, over-privileged IAM — risk and invoice grow together.
- 7
Zero traceability
Without audit trails, when something breaks (and it breaks), you do not know what, when or how. Breach detection time: months. Cost: irreversible.
And if your business is regulated (GDPR, financial), every item above is also a potential fine — not just a technical risk.
Four layers to harden what the AI created
From code to cloud, from audit to continuous monitoring.
White Box Pentest — the AI wrote it, we read it
With source-code access, our specialists review line by line what the AI generated — exactly what nobody did. We find the flaws before the attacker does, with a prioritized report and a remediation plan ready to execute.
Black Box Pentest — we attack like the attacker would
Code review is essential, but the app running in the cloud is another world. We attack from the outside, with no internal access, exactly like a real adversary. We find what a criminal would find first.
Cloud Security — where your app lives may be the biggest gap
Public bucket, over-privileged IAM, port open, secret in the repo. We assess and harden your cloud environment so the infrastructure is not the easiest path in.
Defenzor — 24/7 monitoring of your surface
The environment changes every day: new deploy, new dependency, new exposure. Defenzor continuously monitors your external surface and warns you before it becomes an incident. The eye that never sleeps.
And the cloud? We make it run at the best cost-benefit
Cloud security is not only blocking intrusion — it is also not paying more than you need. Gila assesses your infrastructure and tunes it to the sweet spot: double the value, no waste.
Instances and resources calibrated to real usage. No over-provisioning.
Idle resources, forgotten volumes and unnecessary traffic removed.
Storage, network and permissions tuned — secure and economical.
Less risk, less waste. Your software running secure and with a lean cloud bill.
"It must be too expensive. I won't even ask."
That phrase is what costs companies the most money — because what seems expensive now is usually a fraction of what the incident costs later.
A single incident — GDPR fine, lost customer, stopped operation — costs dozens of times more than the audit that would have prevented it.
15 minutes with a senior specialist, no commitment. You leave with a clear picture of your risk — hire or not.
There is no "minimum company". The investment is scoped to your context and your stage — MVP or enterprise.
Questions founders and CTOs ask
Honest answers, no sales talk.
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