- Platform/SRE — Learn: Conceptual overview of AI agent attack surfaces — prompt injection, overprivileged identities, credential leakage — useful for shaping how platform teams constrain agent workloads on shared infrastructure, but no specific CVE or deadline to act on.
- CI/CD — Learn: Credential exposure and excessive autonomy patterns described here are relevant as AI agents increasingly run inside pipelines, but this is advisory content with no concrete pipeline action or deadline attached.
- Leader — Learn: Useful framing for assessing organizational risk posture as teams adopt AI agents, but no licensing, cost, or vendor-risk trigger requiring a leadership decision now.