Don't Panic! a Scientific Approach to Debugging Production Failure

Your production system just broke down. What should you do now? Can you imagine your shiny application / flask app, or your API service breaking down? As a beginning programmer, or operations (or devops) person it can be overwhelming to deal with logs, messages, metrics and other possible relevant information that is coming at you at such a point. And when something fails you want it to get back to working state as fast as possible. [Read More]

WTF is Kubernetes and Should I Care as R User?

Fearless to production

I’m going to give you a high overview of kubernetes and how you can make your R work shine in kubernetes. Are you, an R-user in a company that uses kubernetes? building R applications (models that do predictions, shiny applications, APIs)? curious about this whole kubernetes thing that your coworkers are talking about? somewhat afraid? Then I have the post for you! Many R users come from an academic background, statistics and social sciences. [Read More]