There has been quite a bit of focus on devops and its promise of making life better for both app devs and ops people. There is a growing movement for dataops, trying to bring some devops repeatability, security, and agility to the data world. Most of this work has focused on the pipeline of going from initial data to presentation to line of business owners.

This talk is going to focus on something a little different. We are going to look at how SaaS, APIs, and automated workflows can help manage scenarios for deployments to production. The goal of this talk is to show a possible cloud native architecture that reduces friction between the data team and the ops team. Our specific use case will cover allowing the data team to safely publish their models on edge machines, while allowing the ops people the visibility and safety they love.

If you want to see a fun example of infrastructure code leading to world peace then come on by. There will be live running code, interesting life lessons, and questions will be encouraged.