Grafana launches Watchers always-on monitoring agents

Grafana has introduced Watchers, always-on AI monitoring agents in Grafana Assistant designed to catch unpredictable system issues while controlling costs. The engineering behind Watchers relies on a one-time calibration agent using a capable LLM to establish baseline behavior, leaving routine comparisons to plain code and final assessments to small, fast models. This architecture keeps internal operating costs low while successfully surfacing production bugs. Open article →