Ch 14 — Production Security Operations — Under the Hood

CI/CD security gates, canary deployments, incident response, monitoring, operational checklist
Index← High Level
Under the Hood
-
Click play or press Space to begin. Click any node for deep-dive details...
Step- / 10
ACI/CD Security Gates for AIAutomated checks before every deployment
1
rule
Security GatesRed team scan
bias audit, guardrails
integration_instructions
Pipeline ConfigGitHub Actions
GitLab CI example
2
rocket_launch
Canary DeployGradual rollout
with safety checks
3
arrow_downward Production monitoring & anomaly detection
BProduction MonitoringSecurity metrics, anomaly detection, alerting
monitoring
Security MetricsGuardrail triggers
injection rate, latency
4
crisis_alert
Anomaly DetectionUnusual patterns
automated alerts
dashboard
Security DashboardReal-time visibility
SIEM integration
5
arrow_downward AI-specific incident response
CAI Incident ResponsePlaybooks, severity classification, containment
emergency
Severity LevelsP0 through P3
AI-specific criteria
6
menu_book
PlaybooksJailbreak, data leak
model compromise
block
ContainmentKill switch
instant rollback
7
arrow_downward Audit logging & compliance evidence
DAudit Logging & Compliance EvidenceImmutable logs, structured events, regulatory reporting
receipt_long
Structured LogsEvery prompt
every response
8
lock
Immutable StoreS3 Object Lock
tamper-proof trail
9
arrow_downward Complete production operations checklist
EProduction Operations ChecklistThe complete launch checklist — everything from Ch 1–14
checklist
Launch ChecklistPre-deploy gates
all 14 chapters
10
verified
Production ReadyFull course
synthesis