In this article, you will learn about how to achieve high-throughput, real-time authorization. You should gain a basic understanding of the different protocols for interacting with the Open Policy Agent (OPA) and Styra Enterprise OPA APIs, as well as how and when to use different options. We will also cover the strengths of different protocol choices, and where they may make sense in your system architecture.

AI-related security risk manifests itself in more than one way. It can, for example, result from the usage of an AI-powered security solution that is based on an AI model that is either lacking in some way, or was deliberately compromised by a malicious actor. It can also result from usage of AI technology by a malicious actor to facilitate creation and exploitation of vulnerabilities.

Imagine you've just deployed a working Teleport cluster and you're making changes to the Role Based Access Controls (RBAC) roles, fine-tuning all of your resource permissions, and making sure every role is following the principle of least privilege. You go for a week-long vacation, do some fishing and completely relax. Getting back you find that the DevOps intern you just hired made a bunch of changes to the roles screwing everything up.

Infrastructure as code (IaC) has changed how we deploy and manage our cloud infrastructure. Instead of having to manually configure servers and networks with a large operations team, we can now define our service architecture through code. IaC allows us to automate infrastructure deployment, scale our entire fleet of servers, document a history of changes to our architecture, and test incremental changes to the network.

Two web-scale companies have recently shared how they solved mission-critical authorization challenges using Open Policy Agent (OPA). These accounts validate the value of what we’ve built with OPA and give important blueprints for engineers looking to address similar challenges. We consider these required reading for anyone considering or using OPA at scale. In this post we review these two case studies to highlight common patterns and important differences.