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Security researcher, builder, and cybersecurity student creating AI tools for code analysis, vulnerability research, and real-world impact.
ControlX turns authorized security hunches into bounded, reproducible proof-deterministic replay, redacted receipts, and AI review that challenges claims without inventing evidence.