These platforms automate the identification of structural weaknesses and security flaws within evolving codebases. By scanning application logic and infrastructure configurations, they surface potential entry points that manual review might overlook. When evaluating these options, prioritize the depth of integration with your existing development workflow and the tool's proficiency in minimizing false positive reports.

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