The Engineering Problem No One Teaches. There is a version of SOC work that looks like this: install Wazuh, watch an alert come in, open a ticket, close the ticket. Repeat. Courses that stop there produce practitioners who can operate tools but cannot build systems.
Then there is a version that looks like this: A suspicious execution alert enters a validated intake pipeline. It is normalized against a JSON Schema contract, deduplicated against existing cases, routed by severity, and passed to n8n. TheHive creates a structured case using a professional template with governance custom fields. Cortex runs scored enrichment against observables. MISP returns a CTI match from a curated, decay-policy-governed indicator set.
An AI model drafts a triage summary — after the payload is redacted, prompt-injection filtered, grounded in an approved runbook, and validated against a structured output schema. A human analyst reviews the draft. An OPA policy gate approves the response action. Every step produces an audit log. The whole system has health checks, metrics, backup/restore evidence, and a sovereign data-flow map. That is what a production SOC automation engineer builds.
