AI-ERA CODE SECURITY
Ship with
AI speed without
losing sight
of security
An endpoint can work perfectly and still expose another customer's data.
Clear priorities, understandable findings and practical fix guidance for small teams building with AI.
30 minutes · Google Meet. Discuss your security questions and whether a pilot fits.
For teams without a dedicated security team.
Same finding. Two audiences.
Developer view
Missing ownership check
// Authenticated requestconst invoice = await db.invoice.findUnique({ where: { id: invoiceId },});return invoice;
Explanation. A signed-in user can request another customer's invoice by changing its ID.
Leader view
A customer could view another customer's invoice
- Potential impact
- A signed-in user could view another customer's invoice by changing its ID in the request.
- Next decision
- Review before release. Confirm the fix blocks cross-account access.
Reviewed does not mean fixed.
FROM FINDING TO NEXT STEP
Find. Understand. Fix. Verify
A finding should come with a way forward.
-
01
Find
See the location, severity and context of the finding.
-
02
Understand
See why it matters and what's at risk. Explore GDPR context in the roadmap view.
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03
Fix
Copy the remediation prompt into your AI assistant. Review the proposed change.
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04
Verify
A later check confirms the issue is resolved. Reviewed does not mean fixed.
Developer view
Add the missing account check
Before · unrestricted lookup
const invoice = await db.invoice.findUnique({ where: { id: invoiceId },});return invoice;
After · suggested fix
const invoice = await db.invoice.findFirst({ where: { id: invoiceId, accountId: user.accountId },});if (!invoice) throw notFound();return invoice;
Why this works. user is the authenticated session. Scoping the read to the account denies cross-account lookups. Full handler and error handling omitted.
GDPR view · Roadmap
One customer could read another's invoices
Risk
Changing an invoice ID could expose another customer's personal data.
Next action
Restrict access by account and test the fix.
Privacy review
Check for unauthorized access and keep evidence of the response.
GDPR context & sources
If GDPR applies to this processing:
- Art. 32 · Security
- Review whether access controls provide security appropriate to the risk.
- Art. 33 · Breach assessment
- If you become aware of a personal-data breach, notify the authority without undue delay and, where feasible, within 72 hours of awareness, unless risk to individuals is unlikely.
- Art. 5(2) · Accountability
- Keep evidence of the finding, decisions, changes and verification to help demonstrate accountability.
BUILT FOR SMALL DEVELOPMENT TEAMS
Keep the speed of AI.
Get a clearer view of the risk
Tell us about your repository and your team's security questions. We'll discuss whether a pilot fits.
- Clear priorities.
- No blocking by default.
- No developer rankings.
30 minutes · Google Meet. Choose a time on Calendly.
- Duration, pricing & places: To be agreed with your team.
- Repository access: Scope and permissions agreed before access.
- Code & data: Deployment and data-handling terms are not finalized; confirm where code is processed before connecting a repository.