Maestro is a general-purpose, horizontally scalable workflow orchestrator designed to manage large-scale workflows such as data pipelines and machine learning model training pipelines. It oversees the entire lifecycle of a workflow, from start to finish, including retries, queuing, task distribution to compute engines, etc.
Monocultures are inherently fragile and an high-value attack target. This applies whether you’re talking about Windows running 95%+ of desktops, CrowdStrike running 50%+ of Fortune 500 computers, or all Cavendish bananas being genetic clones of each other – an attack on one can easily become an attack on all. Sometimes it pays to not make the same choice as everyone else. Think security through diversity.
All automatic software deployment processes must always use progressive deployment with metric-based success gates and a straightforward, regularly-tested rollback process. If you can’t meet these requirements, you don’t deserve the ability to deploy your software automatically.
