11 months ago

The challenge for Kubernetes (K8s) has been its complexity coupled with the lack of in-house skills to provision and troubleshoot https://roadmap.sh/kubernetes clusters in the cloud or on-premises. K8s’ discrete parts require a broad level of expertise, even just in the setup process.

At https://www.ctrlstack.com/, we’ve been incorporating PromptOps to analyze causal graphs, Kubernetes events, metrics and logs to reduce the challenges of manual troubleshooting. The goal is to help DevOps teams quickly understand the Kubernetes issues by using PromptOps to generate root cause analysis summaries that explain the cause.

While ChatGPT’s responses can provide a quick understanding of the problem, it requires contextual information specific to different issues of Kubernetes deployments.