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so my name is Justin Massey Im a product manager for data dog and rather than dive into the demo the data dog product or talked too much about it we have a sponsor booth for that you can check out that but lets dive deep into audit logs I work on our threats about threat detection product and I I work with a lot of our customers I looked to them about their application logs and best practices and Ive worked on many different environments before and the application logs always seem to be lacking some information so one thing we want to do with these application logs is we want to do analytics on them and analytics we have like our analytics on the right-hand side and our actual logs on the left-hand side now these are all of our authentication events so imagine you wanted to detect a an outlier and you see that this outlier this user admin has more is it has more failed logins than the rest if you wanted to drill down to this specific user you want to be able to ask questions about t
