sla compliance

Build a lean, on-box uptime monitor that goes beyond "is it up?": a minute-by-minute Bash probe logs HTTP and ping latency/availability to JSONL; a Python IsolationForest learns baselines to flag real incidents (slow 200s, drops) and cut alert noise; systemd timers orchestrate runs; optional Slack posts add context; no heavy agents or lock-in; easy install, SLO-driven tuning, quick target additions, and log rotation/troubleshooting included.

A practical guide to building a production-grade, Linux-native AI uptime pipeline in Bash: a minimal checker that performs real inference, logs success/HTTP codes/latency/GPU stats to CSV, optionally exports Prometheus metrics, and runs every minute via systemd/cron. Includes a reporting script for 24h/7d uptime and latency percentiles, simple alerting, and SLO-focused practices to catch cold starts, GPU pressure, and transient failures pings miss.