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I use alloy to scrape my traefik logs and pass them to Loki. Then I use logQL to parse out the info and regexp to format so I can use it in a visualization. I don’t have my configs handy at the moment but I can try and get them at some point to share something close to what I do as a starting point.
This. Prometheus is for metrics, Loki is for logs. I've not come across Perses before, but it looks like it does a similar job to Grafana which integrates really well with Prometheus and Loki (and is produced by the same organisation as both of them).