AI for Kubernetes Operations with K8sGPT
What is AIOps?
Gartner defines AIOps as Artificial Intelligence for IT Operations --> AIOps combines big data and machine learning to automate IT operations processes, including event correlation, anomaly detection and causality determination.
Why Do We Need AIOps?
We need AIOps because Kubernetes is difficult to operate. In other words, operating Kubernetes clusters without AIOps is like The Matrix example below:
We (humans) operate Kubernetes (K8s) using a CLI...
...with 1000s of objects, each defined by structured yaml text, constantly changing...
What Is KAOPS GPT-based AIOps?
KAOPS’ AIOps is powered by open-source K8sGPT AI large language models (LLMs).
With AIOps, KAOPS further advances and simplifies the operations of Kubernetes and software containers, driving speed, productivity, and more robust software applications–without additional headcount.
It's like having superpowers, like Neo (Keanu Reeves) from The Matrix:
APIs were made for machines.
AI is built for processing lots of data, and looking for anomalies
Now, KAOPS' users have AI to help detect, troubleshoot, and resolve issues in their Kubernetes clusters, using simple, plain language.
AI + KAOPS = AIOps as a Service
Kubernetes is the "Control Plane of the Future,"
But Humans Operate It With CLI...
How Can AI Help?
Turn On the K8sGPT in KAOPS.
Key Benefits of KAOPS/AIOps
DevOps/IT gets more done
More features released in the same amount of time
more robust software applications
Happier customers, less churn
up skill staff
Training how to troubleshoot
Use lower-skilled, lower wage DevOps/IT staff