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Trademark and nominative-use note: tool and platform names such as Snyk, GitHub CodeQL, SonarQube, Cursor, Claude Code, Copilot, Lovable, Bolt, Apple, and Google belong to their respective owners. They are mentioned only to identify compatible workflows; no endorsement or affiliation is implied.