As we onboard SLOs Pyrra will automatically create a set of recording rules. Prometheus has a full history of the metrics used in our SLOs, however the recording rules used behind the scenes will only collect data from the time when the recording rule is deployed forwards. In order to see historical data via recording rules, we'll need to backfill these recording rule metrics somehow.
Upstream has an open request to make this process automatic within prometheus/pyrra https://github.com/prometheus/prometheus/issues/10202 and describes the issue well.
In the mean time, let's identify a workable in house process to backfill data into these recording rules so that new (or recently changed) SLOs will show a full history.