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Git Ops for CISOs

Detection-as-code, AI BOM, prompt governance, agent permissions.

Agent permissions and prompt governance — the incidents that don’t have playbooks yet.

Detection Rules as Code

A detection rule that only lives in the SIEM console has no version history, no review, and no rollback.

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AI Incident Response Playbook as Code

When the incident involves an AI system, the playbook that applies has to already account for that — improvising one mid-incident is too slow.

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Prompt Engineering Governance

A production prompt is a security-relevant artifact — it deserves the same review discipline as production code.

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System Prompt Governance

The system prompt is the constitution — everything else the AI does operates within the boundaries it sets.

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Secrets Rotation as Code

A rotation schedule that exists only in a spreadsheet is a rotation schedule that gets missed.

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Purple Team Exercises as Code

A purple team finding that never becomes a tracked, version-controlled test case gets rediscovered from scratch next year.

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Infrastructure Drift Detection as Code

The infrastructure-as-code file describes intent — drift is the gap between that intent and what’s actually running.

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Compliance-as-Code

A control that’s only checked once a year during audit season is a control that can drift out of compliance for eleven months undetected.

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Vulnerability SLA Enforcement in CI/CD

A vulnerability with a missed SLA and one within its SLA window look identical in a raw scan report — until this pipeline tells them apart.

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Security Champion Program Tracking

A champion program without measurable activity is just a list of job titles with an extra word added.

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Threat Model as Code

A threat model in a slide deck goes stale the day after the review meeting — one in the repo can’t.

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AI Agent Permission Manifests in Git

An agent’s permissions should be reviewable by a human before the agent ever gets to exercise them.

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Runbook Versioning and Testing

A runbook nobody has actually executed since it was written is a runbook you’re hoping works, not one you know works.

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Security Metrics Dashboard as Code

A metric definition that lives only in one person’s head produces a dashboard nobody else can actually trust.

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Dependency Update Security Review Automation

Most dependency updates are routine — the automation exists to find the handful that genuinely aren’t.

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Board Reporting Pipeline as Code

A board deck assembled by hand the night before is a board deck built on whatever the preparer remembered to check.

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Git Ops for CISOs — Architecture Diagrams · PlayCISO