Safe Automation
Operational patterns for running agentic automations against cloud-native infrastructure without catastrophic side effects.
4. Safe Automation
Learn how to run LLM-driven automation agents against production infrastructure safely, covering least privilege, human approvals, sandboxing, and blast-radius controls.
20 minutes read
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Handing control of live infrastructure to an autonomous agent is one of the highest-leverage moves available to a platform team - and one of the easiest ways to cause a serious outage. This course teaches the engineering disciplines that make agentic automation trustworthy: scoping identities to the minimum needed, requiring human sign-off on mutations, proving behaviors in safe environments before they touch production, and capping how much damage a misbehaving agent can do in a single run. Each lesson draws on real Kubernetes RBAC primitives, Meshery workspace controls, and operational patterns you can apply immediately.