Fairwinds, a Kubernetes infrastructure company, recently hosted its annual Jamathon, a program where employees can experiment and come up with innovative ideas. One team experimented with OpenAI’s ChatGPT and brainstormed ways to create policies using the Open Policy Agent (OPA). OPA is a framework used to validate structured data and encourages the writing of policy-as-code. The team tested experiments generating Helm Charts, automation rules, writing Dockerfiles, and creating open-source documentation. However, this article talks about how the team used OpenAI to create OPA policies in Fairwinds Insights.
Fairwinds Insights has over 100 built-in policies that can audit or block resources in Kubernetes environments or Infrastructure-as-Code. Users can also create custom policies using OPA. The team tested OpenAI generating OPA policies and whether they could be used with Insights. The experiment was successful, and ChatGPT was able to write OPA policies, with some limitations.
For instance, ChatGPT could not support certain controller types, such as Jobs and required some tweaking to ensure valid code. Therefore, Fairwinds decided to create a beta feature for the Insights CLI, where users can plug OpenAI accounts. This beta feature enables Insights users to generate OPA policies powered by OpenAI, depending on the user’s prompt input.
OpenAI presents new opportunities for every industry. Its application to Kubernetes policies presents a cool way to optimize and streamline the policy validation process. However, users should review all code before implementing it and be cautious when including proprietary information in OpenAI.
Frequently Asked Questions (FAQs) Related to the Above News
What is Fairwinds Insights?
Fairwinds Insights is a platform that provides automated governance and security checks for Kubernetes environments and Infrastructure-as-Code.
What is OPA (Open Policy Agent)?
Open Policy Agent (OPA) is a policy engine designed for cloud-native environments. It is used to validate structured data and encourages policy-as-code.
What is Fairwinds Jamathon?
Fairwinds Jamathon is an event where employees experiment and come up with innovative ideas.
What did the team at Fairwinds experiment during the Jamathon?
The Fairwinds team experimented with OpenAI's ChatGPT to brainstorm ways to create policies using Open Policy Agent (OPA).
What is ChatGPT?
ChatGPT is an API developed by OpenAI that can generate human-like text.
What were the experiments conducted by the Fairwinds team using OpenAI?
The team tested experiments generating Helm Charts, automation rules, writing Dockerfiles and creating open-source documentation.
What is the limitation of ChatGPT in generating OPA policies?
ChatGPT could not support certain controller types, such as Jobs and required some tweaking to ensure valid code.
What is the new beta feature introduced by Fairwinds?
Fairwinds introduced a beta feature for the Insights CLI, where users can plug OpenAI accounts. This beta feature enables Insights users to generate OPA policies powered by OpenAI.
Should users be cautious when including proprietary information in OpenAI?
Yes, users should review all code before implementing it and be cautious when including proprietary information in OpenAI.
Please note that the FAQs provided on this page are based on the news article published. While we strive to provide accurate and up-to-date information, it is always recommended to consult relevant authorities or professionals before making any decisions or taking action based on the FAQs or the news article.
