The term resilience really it's about being able to deal with the unexpected and then how well that shows up probably deals with a lot of different types of parameters. For us at pager duty it was like the scenario is somewhat sequential like we can't have a resilient system without having resilient teams therefore what are the whether it's the tools or the practices or the solutions we need to have in place for ourselves? The whole scenario with the type of service offering we have is that there will be failures distributed at scale system a lot of unknowns always you're building on things you don't readily controlWhether it's cloud or name your third party sass provider and how well you can react to something

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