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paqad-ai

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Spec-driven development framework — AI agents that think before they type

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# Rails Security Review Checklist - Validate `before_action` authentication and authorization callbacks on all sensitive controller actions. - Check for mass-assignment exposure: confirm `permit` allowlists are minimal and correct. - Review `config/credentials.yml.enc` and environment variable handling; secrets must not appear in logs. - Confirm CSRF token verification is active; review `protect_from_forgery` exemptions. - Check for N+1 and raw SQL exposure in ActiveRecord scopes and query methods.