Introducing Kayenta: An Open Automated Canary Analysis Tool From Google and Netflix

Speed and scalability bottlenecks: For organizations like Google and Netflix that run at scale and that want to perform comparisons many times over multiple deployments in a single day, manual canary analysis isn’t really an option. Even for other organizations, a manual approach to canary analysis can’t keep up with the speed and shorter delivery time frame of continuous delivery. Configuring dashboards for each canary release can be a significant manual effort, and manually comparing hundreds of different metrics across the canary and baseline is tiresome and laborious.

Source: googleblog.com