Early in my SOC career I thought the job was learning to triage alerts faster. Then I worked a shift where most of what fired was noise — the same rules, the same benign activity, ticket after ticket. No amount of analyst speed fixes that. The fix lives upstream, in the rules themselves.
Fine-tuning correlation rules taught me a simple test: every alert should drive a decision. If nobody would ever act on it, it shouldn't page a human. Cutting false positives isn't about seeing less — it's about finally being able to see what matters. The quietest SOCs I've worked in were the ones that took detection engineering seriously.