My professional background has included nearly ten years of managing field events and user conferences. I never thought I would say this, but I miss traveling. I even missed Vegas and AWS reInvent this year. I miss connecting with customers and advocates in our communities. I wish we could all be looking forward to getting together in person in Seattle or Austin or insert any city here. As the year continued, it became clear we were not going back to in-person events anytime soon, and everyone in the industry pivoted to virtual programs while video conferencing became an all-day activity.

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In our second post about serverless, we’ll discuss some broader issues. Again, we’re not trying to be prescriptive. We want to bring up points that will foster discussions among all the stakeholders. Many people who say that all applications will be serverless haven’t run their applications at scale and haven’t solved all of the problems regarding latency, complexity, and vendor lock-in. That’s what we’re going to talk about here.

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Earth is just the beginning. We are putting down the foundations of space so our children can build their future. At Pulumi, we are committed to making life multi-planetary. We are excited to announce Pulumi Interstellar, a collection of resource providers that will help us reach the future of a space-faring and multi-planet species.

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Many developers say that serverless is the future of computing, while others say that it will never be successful. Our own opinion is less polarized. We see serverless as an option, one possible stepping stone on the journey from startup to a midsize company, to a large enterprise. In these two blog posts, we’ll discuss how serverless fits into that journey, what we see as its strong points, as well as its drawbacks.

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Companies that have suffered data breaches are, unfortunately, frequently in the news. A data breach is when information that should be private, such as credit card numbers or even trade secrets, is stolen. These thefts can be because of an actual cyber-attack, but they can also be due to simple carelessness, such as disposing of computer equipment without taking proper precautions.

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Data science has advanced because tools like Jupyter Notebook hide complexity by running high level code for the specific problem they are trying to solve. Increasing the level of abstraction lets a data scientist be more productive by reducing the effort to try multiple approaches to near zero, which encourages experimentation and better results.

Data scientists typically work locally, but they often store data for analyses and models in the cloud. There are clear advantages to using cloud resources for these tasks:

• Data scientists generally don’t want to manage their storage and databases.
• They need to be able to store large data sets cheaply.
• They need large capacity swings available on-demand.

SDKs like AWS’ Python library, boto3, can create resources, but they still require domain expertise to manage and properly architect a solution. The Pulumi Automation API improves on raw SDKs by providing high-level abstractions for creating and managing cloud services, letting data scientists concentrate on analyses and models without being well-versed in cloud APIs.

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Policies set the guardrails for your applications and infrastructure. They define many aspects of how your company manages its applications and infrastructure. Security, safe use of resources, and compliance with external standards are just a few examples of what a policy can define.

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Joshua Studt is a Solutions Architect at Financial Independence Group and a Pulumi Community member who contributed the C# package for Automation API. Currently available in public preview, Pulumi’s Automation API enables you to provision your infrastructure programmatically using the Pulumi engine. Today, we are excited to announce C# support for Automation API, enabling .NET developers to automate infrastructure deployments, create complex orchestration workflows, build custom ops tooling, and build cloud frameworks.

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Last September, we announced the beta release of Pulumi Azure NextGen: a new Microsoft Azure provider for Pulumi that combines same-day access to the entire Azure API surface with the excellent Pulumi experience you know and love, including version-less resources, auto-naming, and auto-location.

Today, we’re excited to announce that this new provider is now the default way to manage Azure resources with Pulumi. We’re also excited to announce its final name: the native Azure provider for Pulumi, or “Azure-Native” for short. You can get started with the new provider using our newly-updated getting started guide.

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Guest Article: Simen A. W. Olsen is a Software Architect and Manager at Bjerk, a software development agency based in Oslo, Norway. He joins Paul Stack to talk about the new GitHub Action powered by the Pulumi Automation API.

In this article, we’ll take a look at how our GitHub Action has been re-architected to be built on top of our Automation API.

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