Run a focused security review on AI-generated or human code, hunting for injection, auth flaws, secret exposure, and unsafe data handling with evidence-based findings and fixes.
## CONTEXT AI-generated code is now a major source of security vulnerabilities, not because models are malicious but because they reproduce insecure patterns from training data and skip security checks unless explicitly told to. Studies through 2025 and 2026 consistently find that a meaningful fraction of…
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