Validra
Free guide

25 mistakes AI coding tools still make in production.

The exact methodology we use on every engagement, freely available. Six categories, twenty-five concrete vulnerabilities: why they happen, how to test for them, how to fix them.

01

Row-Level Security (RLS) and data access control

02

Exposed secrets and keys

03

Storage buckets

04

Authentication and session management

05

API surface and input validation

06

Third-party integrations and AI-specific risks

What's next?

Just spotted one of these in your own project?

This list is our testing methodology, condensed. A full review goes further: manual access, prioritization by business impact, and a report you can hand straight to your team.