Machine Learning Pipelines

“Existing CI CD workflows, talking about how those don't really fit anymore. And then making the case that you know, these new pipelines are fundamentally different and require new tools, new workflows, and generally like new paradigms.”

“Yeah, the complexity grows exponentially. And so some of the standard techniques that people do, like trying to solve this tuning problem in their head or via brute force, just completely fall flat.”