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Hides upstream URLs and keys behind the security layer. Per-upstream roles, model/tool allowlists, per-user rate limits, Before/AfterProxy hooks, audit sink, Prometheus metrics (metrics.AIProxyRecorder) and upstreams loaded from the resolvespec_ai_proxies stored procedure.