Automated PR Security Scanning: The OWASP Top 10 Issues Manual Review Misses
Your best human reviewer is not a vulnerability scanner. Connectory adds OWASP-aware PR governance so AI-generated defects are caught before merge.
Connectory: organizational memory for your whole company, plus PR reviews that use it. Free to start.
Practical security for engineering teams, SOC 2 controls that matter, automated vulnerability scanning, compliance automation, and securing AI-generated code at scale.
Your best human reviewer is not a vulnerability scanner. Connectory adds OWASP-aware PR governance so AI-generated defects are caught before merge.
Automated code governance with merge gates, PR evidence collection, and policy-as-code cuts SOC 2, HIPAA, and FedRAMP audit prep from months to hours while strengthening actual security posture.
AI-generated code carries 2.74x more vulnerabilities than human-written code. Here are the specific OWASP patterns, secret leakage rates, and automated safety checklists to fix it.
Most SOC 2 prep focuses on policy theater. Auditors care about code-level controls: PR reviews, secrets management, deployment gates, and audit trails that prove your access controls actually work.
See how Connectory helps teams tackle these challenges.