Static application security testing with Semgrep in CI

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SAST is most useful when rules are actionable and fit the stack. I use Semgrep to catch dangerous patterns like command injection, weak crypto, SSRF sinks, and raw SQL interpolation. The signal stays high when teams tune rules and suppressions deliberately instead of adopting everything at once.