Observed arrival · 2026-09-13
Alan Levin’s AI Operations Case File
A veteran service-operations leader documents how tested AI skills could connect incident processes, live telemetry, and the tools teams already use.
Field notes
The project treats AI as an operational connective layer rather than a replacement for process: telemetry is read, organizational rules are applied, artifacts are drafted, and records are written back while selected decisions remain human. The homepage names Prometheus, Grafana, Kibana, PagerDuty, ServiceNow, and Jira as the surrounding toolchain. Three practice areas are marked built with seven skills each; service-level and knowledge-management work is labeled planned.
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