AI Security
Copilot Code Review Security: What It Misses
Copilot's code review is useful. It is also not a security review, and treating it as one is how vulnerabilities ship. Here is what it actually catches.
Feb 13, 20267 min read
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Copilot's code review is useful. It is also not a security review, and treating it as one is how vulnerabilities ship. Here is what it actually catches.
We field-tested five GenAI code review tools against 240 seeded security defects to see which catch real issues and which hallucinate findings.
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A review of SonarQube's security scanning capabilities, examining how its code quality heritage shapes its approach to vulnerability detection and taint analysis.
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Step-by-step guide to enabling SAST, DAST, dependency scanning, and container scanning in GitLab CI pipelines.
A review of GitLab Ultimate's security scanning features covering SAST, DAST, dependency scanning, container scanning, and how integrated security compares to best-of-breed tools.
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