Should I use Prometheus as a log aggregator?

Update: Loki is a new project that claims "like Prometheus, but for logs."

Prometheus is a metrics system rather than a logs system. There's the mtail and grok exporters to process logs, but really that's only for cases where instrumenting your code with metrics is not possible.

For logs something like Elasticsearch is far more appropriate.