Automate all the things: How to use Grafana Cloud's AI to relieve the operational burden
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Grafana Cloud's AI features — Grafana Assistant (with Automations and Watchers), Assistant Investigations, and Agent Observability — can automate the repetitive operational work that still burdens engineering teams after CI/CD pipelines run. Automations let you schedule recurring operational briefs (e.g., daily health summaries). Watchers continuously evaluate Prometheus and Loki signals against a baseline and post evidence-based alerts to Slack only when something genuinely warrants attention. When deeper analysis is needed, Watchers can trigger Assistant Investigations, which correlates metrics, logs, traces, and even GitHub context to produce a structured report. For teams shipping AI agents, Agent Observability enables offline experiment comparisons and online quality scoring as CI signals. The philosophy throughout is to offload vigilance — polling, correlating, summarizing — while keeping humans accountable for consequential decisions.
