- We are also focussed on reliability, so setting up and tearing down environments while handling all the AWS rate-limit errors, or other timing related errors. We do this by connecting directly to CloudFormation.
On the alerts, logs, and metrics; the critical difference is that we query directly against your CloudWatch Insights or subscribe to your CloudWatch groups, instead of ingesting all your logs on our side. This allows us to:
Yeah for sure. Previously, we relied on the the Serverless Framework CLI output. But now we directly monitor the CloudFormation events to figure out the root cause of the failure, then decide if we should retry the deployment, and how long to wait to retry.