Can ChatGPT code be trusted for production?
ChatGPT code should not be trusted for production use without thorough review and testing. The model generates code based on statistical patterns rather than security reasoning, meaning it cannot guarantee that its output meets production security standards. Critical areas like payment processing, authentication, data encryption, and API security require human verification regardless of whether the initial code was human-written or AI-generated. ChatGPT also lacks knowledge of your specific infrastructure and may suggest configurations that are insecure in your environment. UNPWNED provides an independent security assessment of your production application to validate that AI-generated code meets security requirements.
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Run free security scanLast reviewed: 2026-04-07. Based on publicly available security research and UNPWNED scan telemetry.