How CoinHawk runs a continuous AI security scan for every connected user using a single shared LLM call every 5 minutes. The dumb version doesn't scale Imagine you want every user's dashboard to display a live "security score" produced by an LLM. The first instinct is: GET /api/security/scan → call OpenAI → return result If 1,000 users hit the dashboard, you make 1,000 LLM calls. At ~$0.02 p
AI security monitoring at scale: one LLM call, every dashboard
Heath Mcintyre·Dev.to··1 min read
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