The pattern: a SOC 2 audit that consumes the engineering organization for six weeks; an annual pen-test report nobody acted on between executive summary and the next test; SAST findings filed as Jira tickets that age out of relevance; security review treated as a milestone gate rather than a continuous discipline; and compliance evidence assembled from screenshots taken during the audit week. Security stops being a discipline when it lives in a separate calendar from engineering.
CITADEL operates security as continuous engineering. SAST / SCA / DAST / secrets scanning in CI as deployment gates, not advisory tickets. Penetration testing on a quarterly cadence with explicit scope and remediation tracking. Threat modeling on every new service. Compliance evidence collected as a side-effect of operating the system — not as a quarterly fire drill. SOC 2, ISO 27001, HIPAA, and PCI-DSS programs that auditors pull from in days, not weeks.