second-opinion

To perform an independent security review, route the code diff and surrounding context to a fresh LLM session without exposing prior findings, ensuring an unanchored analysis that catches vulnerabilities the primary model missed.

Use a multi-model code review for security-critical changes such as authentication, payment processing, PII handling, cryptographic routines, and infrastructure configuration, or when earlier automated layers flag critical issues.

The best way to compare security findings is to produce a comparison matrix that highlights agreements and disagreements between models, prioritizing disagreements for human triage to reduce false confidence on critical changes.

Yes, an independent security review requires packaging the changed files, interaction context, and architecture notes to send to a separate model instance, ensuring the second model has sufficient context for accurate vulnerability assessment.

Your primary LLM misses security vulnerabilities due to training-specific blind spots; obtaining an uncontaminated review from a second model helps catch these missed findings and reduces false confidence on critical changes.

While you can use a second opinion security review for any code changes, it is specifically designed for security-critical changes like authentication and payment flows, or when earlier layers flag critical issues requiring deeper analysis.