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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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authentication success/failure with IP, timestamp, username (no password); password change; MFA changes; session invalidation authorization 403 / access-denial with requested resource + caller identity; privilege-escalation attempts data-mod-audit C/U/D on users/payments/permissions/audit records; actor identity; append-only for financial log-integrity app cannot delete own logs; logs stored separately log-injection user-supplied fields sanitized of \n, ANSI, JSON delimiters before logging sensitive-data no passwords/tokens/cards/SSN/session-ids in logs alerting repeated auth failures by IP; admin ops off-hours; unusual export volumes; security-config changes