1. Authenticate with Datadog using `pup auth login`.
2. Search logs using `pup logs search` with appropriate query and time range.
3. Create or modify log pipelines using `pup logs pipelines` commands.
4. Implement exclusion filters to reduce log volume and costs.
5. Archive logs to a cost-effective storage solution like S3.
6. Rehydrate logs when needed for analysis.
7. Create log-based metrics for monitoring key performance indicators.