Operations | Monitoring | ITSM | DevOps | Cloud

This post originally appeared on The New Stack and is re-published here with permission. In our technology-driven business climate, most companies have at least some, if not all, workloads on the cloud. And unlike on-premises networks, these cloud environments lack secure outer perimeters and specific off times. Cloud networks are always on and always available. While convenient, this also means hackers can access them at any time.

Marshmallow is a Python library that converts complex data types to and from Python data types. It is a powerful tool for both validating and converting data. In this tutorial, I will be using Marshmallow to validate a simple bookmarks API where users can save their favorite URLs along with a short description of each site.

If you are already a GitHub user, you may know that GitHub Actions provides you with powerful tools to increase efficiencies in your software delivery life cycle. Actions can be impactful for team collaborations and process simplification. For example, you can automate things like building a container, welcoming new users to your open source projects, managing branches, or triaging issues.

The Arm architecture dates back to Acorn Computers’ BBC Micro in 1981. The BBC Micro was a conventional machine, yet it ran nearly twice as fast as its contemporaries, such as the Apple II. About the same time, research on a microprocessor design based on the Reduced Instruction Set Computer (RISC) demonstrated that simple chip designs could easily outperform the current high-end 32-bit offerings.

Automating the deployment of a new web application and the release of feature updates goes a long way towards improving the productivity and efficiency of your development team. Another benefit of automation is that it minimizes or even eliminates repeated manual deployments. Manual deployments introduce the risk of human error during this critical part of the development process.

It is no secret that software development is becoming an increasingly complex process. The individual elements of software like apps, libraries, and services are interconnected and dependent on many other elements. Development teams deal with a whole ecosystem of services that they develop, maintain, or depend on, which in turn are dependent on other software ecosystems, maintained by separate teams. Maintaining this ecosystem is as complex as you might imagine.