Monitoring Lambda functions using Datadog
Although CloudWatch and X-Ray are really awesome tools, there are times when these tools are simply not enough to work with at an enterprise level. This can hold true for a variety of reasons; take for example maturity--now, although X-Ray provides you with some real time trace statistics, it's still a very young service and will take time to evolve, into say, something provided by an enterprise transaction monitoring tool such as Dynatrace. Dynatrace actually leverages artificial intelligence to detect performance and availability issues and pinpoints their root causes; something that X-Ray doesn't support today. The same can be said for CloudWatch as well. Although you can monitor your AWS infrastructure using CloudWatch, sometimes you may require some extra tools such as Datadog, New Relic, Splunk, and so on to do some customized monitoring for you. Mind you, this doesn't mean there's something wrong in using AWS services for monitoring or performance...