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Making full use of telemetry data is a critical but challenging part of the job. You’ve collected it, so now what? You need to derive value from that data in some way—a bunch of data points sitting around in a time series database isn’t very interesting on

I recently attended a webinar featuring the architects of LinkedIn's internal developer experience framework, the Developer Productivity and Happiness (DPH) Framework. In the session, the DPH authors introduced the framework itself and shared insights and challenges they faced while rolling out the changes at LinkedIn. It was an

Several of my past engineering roles have been focused on the field of “observability” and this is inevitably one of the first questions that comes up when I talk about my career. And not just with people like my friends and in-laws, but for people that I work with too.