Operations | Monitoring | ITSM | DevOps | Cloud

Our 2020 SRE Report is ready! We launched the SRE survey 2020 this January with the goal of understanding the current state of SRE. The survey covered a range of topics including: As we neared the end of the survey period, the SRE community was in the midst of a sudden change. SRE teams were forced to migrate to all-remote IT. We realized we would not be able to provide an accurate analysis without considering this shift in how SRE teams were operating in this new environment.

Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is one part of a larger Kubeflow ecosystem that aims to reduce the complexity and time involved with training and deploying machine learning models at scale. In this blog series, we demystify Kubeflow pipelines and showcase this method to produce reusable and reproducible data science.

An SCM such as Git is more than just a database for source code. It’s not only the thing you need to interact with to get code to production, but also a log of changes on a project. It’s not just the last couple of weeks of commits that are worth looking at. Any commit remains relevant weeks, months and years later. A commit serves multiple purposes. The first one is to explain a change during its review and the second is to explain a change to a future reader.

If you’ve been following along, the last two articles explained the CI/CD (Continuous Integration/Continuous Delivery) processes. In this article, we look at how Uptrends fits into those processes. Uptrends can fit into your CI/CD process in several different ways. For example, you may want to use Uptrends for the testing and monitoring portions, include your monitor updates as part of your automation processes, or both.