Josh Kodroff

Point and click in the console is great when you’re first starting out learning a new cloud or managed service, but it quickly becomes a hindrance when cloud infrastructure is widely adopted by an organization. The point at which the term “widely adopted” becomes applicable to your situation differs, but at some point in their careers, many infrastructure and platform engineers are faced with situations where a large number of critical infrastructure resources were created through “click ops” with no ability to track changes, reproduce environments consistently, and so on. When this happens (and it will probably happen to many of you), it’s time to import those resources into infrastructure as code.

Fortunately, Pulumi has one of the smoothest and most powerful import processes of any IaC tool. In this post, we’re going to show you how to automate the bulk importation of Google Cloud resources into Pulumi! This approach will also work on resources that were created by another IaC tool.

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Event streaming is used across diverse industries that demand real-time data processing. Apache Kafka is the most popular open-source streaming platform. Confluent Cloud lets you run Kafka on the cloud provider of your choice.

In this blog post, you’ll use the Confluent Cloud Pulumi provider and Pulumi to create a Kafka cluster, topic, and customer account.

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A few weeks ago, I was speaking with a consultant at one of the big firms who asked me how he could introduce Pulumi into a client’s organization when that client had created many infrastructure resources manually through the AWS console and was running production workloads on those resources. Introducing modern cloud infrastructure tooling and automation is relatively simple (or at least more straightforward) when organizations decide to adopt IaC from the start of their cloud journey, but what about organizations who have gone far enough down the route of manually created cloud infrastructure to see the perils of that approach?

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As AWS Lambda has matured as a serverless platform, there are two key ways the service has evolved: New capabilities that extend the platform to support new use cases like Lambda Container support, Lambda URLs and attribute-based access control support. Performance enhancements that enable Lambda functions to be more responsive and cost-effective such as Tiered compilation, and Graviton2 support are just a few examples of the investments AWS made in this space.

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Self-service infrastructure is the holy grail of DevOps. When platform engineering teams can empower application teams to provision their own infrastructure without needing to understand the details of configuring networking, storage, and compute resources, IT organizations can drastically increase their ability to deliver on organizational goals. The first step in this process is to codify infrastructure best practices using platforms like Pulumi and the next step is to make these best practices available in a workflow that fits into the application team’s software development tools and process.

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