Flyte: An Open Source Orchestrator for ML/AI Workflows - The New Stack

Does data for artificial intelligence and machine learning need their own workflows and orchestration system? It does, according to Union.ai, which offers an open source solution called Flyte that provides workflow and orchestration to fit the unique demands of data, not software. "The number one feedback we get from people who use orchestrators for machine learning is that they're not made for AI workflows, machine learning workflows, because you're forced to write YAML code, you're forced to do understand Docker files," Martin Stein, chief marketing officer and head of developer relations at Union.ai, told The New Stack. "You're forced to really do things that machine learning engineers, data scientists and researchers don't do." Basically, with Flyte, developers write their code and then run it locally or remotely, he added.