A developer needs to perform interactive, ad-hoc analysis of application log data. Which AWS service should the developer use to write queries with a specialized query language to gain operational insights?
AWS CloudTrail
Amazon OpenSearch Service
AWS Config
Amazon CloudWatch Logs Insights
The correct answer is Amazon CloudWatch Logs Insights. This service allows you to use a specialized query language to search, analyze, and visualize log data from your applications and AWS resources. It is particularly well-suited for ad-hoc log analysis and gaining operational insights. AWS CloudTrail is used for recording API calls and related events for your AWS account. Amazon OpenSearch Service is for running OpenSearch clusters at scale, providing search and data analytics capabilities. AWS Config is for assessing, auditing, and evaluating the configurations of AWS resources, not for querying application log data for operational insights.
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