inframap VS OPA (Open Policy Agent)

Like Blast Radius, InfraMap generates visual graphs of your infrastructure based on Terraform state or configurations, offering a visual overview of your infrastructure, which is especially helpful for large and complex environments.

We also contribute to the open-source community with projects like InfraMap, that generate your infra diagram on the fly based on your tfstate or the most famous TerraCognita, a reverse Terraform.

Pretty cool. The biggest thing I think is missing from many popular diagramming tools is the ability to easily diff the architecture across changes. Although that can already be done with graphviz source files.

However, these days I prefer to just have diagrams generated from the source code itself, like:

- https://github.com/cycloidio/inframap

- https://graphviz.org/Gallery/directed/bazel.html

In order to make a compelling use case out of having to maintain a parallel definition like this, I think it needs to be able to contribute to analysis like formal verification or, despite them stating that it's not a goal, being able to create the described architecture. Or even generate something like a terraform plan. Otherwise it falls victim to the same problem as any other method of creating diagrams, that of them falling out of sync with the system.

They are a long way there already by providing a way to use a programming language backed by a large ecosystem of other tools that can be used to work with e.g. terraform, like python/go.

I used https://github.com/cycloidio/inframap last week, was a good experience for me

Inframap reads your tfstate or HCL to generate a graph specific for each provider, showing only the resources that are most important/relevant.

Also if you want to easily visualize your HCL or TFState we did https://github.com/cycloidio/inframap which will allow you to visualize those in a more easy/readable way than just JSON.

How can we handle this? Are there any mechanisms to prevent or at least to some extent safeguard this kind of issues without falling back to a manual workflow? There is. One huge advantage of sticking to (de-facto) standards like Terraform is that first we are probably not the first ones to come up with this question and second there is a huge ecosystem around Terraform that might help us with such challenges. And for this specific scenario the solution is the Open Policy Agent. Let us take a closer look how the solution could look like.

A popular Policy-as-Code tool for Terraform is OPA, everyone's favorite versatile open-source policy engine that enforces security and compliance policies across your cloud-native stack, making it easier to manage and maintain consistent policy enforcement in complex, multi-service environments.

Harness Policy As Code uses Open Policy Agent (OPA) as the central service to store and enforce policies for the different entities and processes across the Harness platform. In this section, you will define a policy that will deny a pipeline execution if there is no approval step defined in a deployment stage.

OPA: While OPA is an open-source, general-purpose policy engine capable of enforcing unified and context-aware policies throughout the stack, it can also accept and output data in formats such as JSON, effectively functioning as a tool for generating or modifying configurations. Although it does not provide out-of-the-box schema definition support, it allows the integration of JsonSchema definitions.

In essence, container image signing involves adding a digital stamp to an image, affirming its authenticity. This digital assurance guarantees that the image is unchanged from creation to deployment. In this blog, I'll explain how to sign container images for Kubernetes using Cosign and the Open Policy Agent. I will also share a tutorial that demonstrates these concepts.

In this post we will explores two powerful solutions for addressing this issue: the Open Policy Language (OPA) and Google’s Zanzibar.

Rego is a declarative query language from the makers of the Open Policy Agent (OPA) framework. The Cloud Native Computing Foundation (CNCF) accepted OPA as an incubation-level hosted project in April 2019, and OPA graduated from incubating status in 2021.

Now there are more subdivided practice: * Policy as Code: Sentinel, OPA * Database as Code: bytebase * AppConfiguration as Code: KusionStack, Acorn * ...... (Welcome to add more)