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SecureFlow is a local-first application security platform in Rust, combining deterministic source-to-sink analysis, human validation workflows, and offline API inventorying. The tool prioritizes reproducible evidence while maintaining strict separation between automated candidates and final human judgments, with no automatic vulnerability validation.