AIOps : Déboguer son cluster Kubernetes en utilisant l’intelligence artificielle générative via…

This page summarizes the projects mentioned and recommended in the original post on dev.to

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Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers
Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
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  1. k8sgpt

    Giving Kubernetes Superpowers to everyone

    (base) root@k8sgpt:~# curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.48/k8sgpt_amd64.deb % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0 100 34.5M 100 34.5M 0 0 30.5M 0 0:00:01 0:00:01 --:--:-- 30.5M (base) root@k8sgpt:~# dpkg -i k8sgpt_amd64.deb (Reading database ... 74447 files and directories currently installed.) Preparing to unpack k8sgpt_amd64.deb ... Unpacking k8sgpt (0.3.48) over (0.3.48) ... Setting up k8sgpt (0.3.48) ... (base) root@k8sgpt:~# k8sgpt Kubernetes debugging powered by AI Usage: k8sgpt [command] Available Commands: analyze This command will find problems within your Kubernetes cluster auth Authenticate with your chosen backend cache For working with the cache the results of an analysis completion Generate the autocompletion script for the specified shell custom-analyzer Manage a custom analyzer dump Creates a dumpfile for debugging issues with K8sGPT filters Manage filters for analyzing Kubernetes resources generate Generate Key for your chosen backend (opens browser) help Help about any command integration Integrate another tool into K8sGPT serve Runs k8sgpt as a server version Print the version number of k8sgpt Flags: --config string Default config file (/root/.config/k8sgpt/k8sgpt.yaml) -h, --help help for k8sgpt --kubeconfig string Path to a kubeconfig. Only required if out-of-cluster. --kubecontext string Kubernetes context to use. Only required if out-of-cluster. Use "k8sgpt [command] --help" for more information about a command.

  2. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  3. headlamp

    A Kubernetes web UI that is fully-featured, user-friendly and extensible

    GitHub - headlamp-k8s/headlamp: A Kubernetes web UI that is fully-featured, user-friendly and extensible

  4. LocalAI

    :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference

    Overview

  5. kubernetes-demos

    YAMLs for creating Kubernetes errors and other scenarios

    GitHub - robusta-dev/kubernetes-demos: YAMLs for creating Kubernetes errors and other scenarios

  6. k8sgpt-operator

    Automatic SRE Superpowers within your Kubernetes cluster

    GitHub - k8sgpt-ai/k8sgpt-operator: Automatic SRE Superpowers within your Kubernetes cluster

  7. robusta

    Better Prometheus alerts for Kubernetes - smart grouping, AI enrichment, and automatic remediation

    apiVersion: v1 kind: Pod metadata: name: inventory-management-api spec: containers: - name: nginx image: nginx ports: - containerPort: 80 command: - wge - "-O" - "/work-dir/index.html" - https://home.robusta.dev (base) root@k8sgpt:~# kubectl apply -f https://raw.githubusercontent.com/robusta-dev/kubernetes-demos/refs/heads/main/crashloop_backoff/create_crashloop_backoff.yaml pod/inventory-management-api created (base) root@k8sgpt:~# kubectl get po NAME READY STATUS RESTARTS AGE inventory-management-api 0/1 ContainerCreating 0 5s (base) root@k8sgpt:~# kubectl get po NAME READY STATUS RESTARTS AGE inventory-management-api 0/1 RunContainerError 1 (1s ago) 10s

  8. docker-install

    Docker installation script

  9. Nutrient

    Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers. Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.

    Nutrient logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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