AI Assistance

AI features are designed to reduce time-to-fix, not to “Guess security.”

Common AI Use-cases

• AI AutoFix suggestions directly in CI context (PR-first)
• Noise reduction: help prioritize what matters now
• Explanations: why a finding matters, what safe fix looks like

Scope & Safety principles

• AI suggestions should be treated as assistive, not authoritative.
• You control whether fixes are applied (human review remains the default).
• AI operates within the platform boundaries and should not require sharing code outside your defined storage/scanner model.