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Practical, vendor-agnostic guide to monitor an AI API gateway from Linux using only Bash, curl, jq, and nginx: define SLOs (availability, p95 latency, 429/5xx, timeouts, token cost), enable JSON access logs, turn logs into live counters with jq/awk, run minute-by-minute synthetic probes via systemd, export Prometheus textfile metrics, and trigger lightweight alerts—catching throttles, errors, and cost runaways fast.