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Security13 min read

OWASP Top 10 Automated Testing: A Practical Implementation

How I built a security scanner that checks for SQL injection, XSS, broken auth, and 7 other OWASP categories automatically in CI/CD pipelines.

By Jason TeixeiraFebruary 22, 2026
SecurityOWASPPythonAutomationCI/CDScanning
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Security testing shouldn't be a quarterly audit. It should run on every pull request. Here's how I built an automated OWASP Top 10 scanner.

The Approach

Each OWASP category gets its own test module with specific payloads and detection logic:

\

Reader route

article -> proof -> offer

ReadClusterProofScope

cluster

Testing & QA

intent

Security

route

next step

What to do with this

Turn the note into a build path.

If this topic maps to a real business problem, keep reading the cluster, study the academy path, or route the work into a scoped engagement.

Jason Teixeira
Written by
Jason Teixeira
Founder, Sage Ideas Studio · Principal Engineer
livebuild a1556e22026-06-19 03:29Z
// solo studio// no analytics resold// every commit human-reviewed