A few articles ago, I wrote about how to monitor Sidekiq retries using AWS Lambda. Retries are often the first indication of an issue if your application does a lot of background work. As Bark continues to grow, we became interested in how the number of jobs enqueued and retrying trended over time. Using AWS Lambda to post this data to CloudWatch, we were able to visualize this data over time. The