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DevOps Guru - Replace an SRE with ML?
Can you replace the need for an SRE with Machine Learning?
AWS continues to flex its experience with developers, and DevOps Guru is no exception. Similar to AWS Detective and CodeGuru, DevOps Guru is a service that addresses the complex issues that arise after an application has been deployed to production. These issues range from performance bottlenecks in the underlying infrastructure to inefficient code. It can even be as simple as hitting the capacity limits of the current design. The question is, how do you begin to uncover the root cause of these problems?
DevOps Guru uses ML to automatically detect and troubleshoot these operational issues in your AWS resources. It monitors your application and infrastructure logs, metrics, and traces, and uses ML algorithms to identify patterns that indicate a potential issue. It then provides automated root cause analysis and recommendations for resolving the issues.
Like AWS Detective and CodeGuru, DevOps Guru is a valuable tool that augments your existing staff's skills, helping them quickly identify and resolve issues, reducing downtime, and improving overall system performance. It is a service that can be leveraged to make your team more efficient and effective.