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18 changes: 17 additions & 1 deletion docs/ai.md
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8. [Programming](#programming)
9. [Medical Imaging](#medical-imaging)
10. [Computer Vision](#computer-vision)
11. [AIOps](#aiops)

## Introduction

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## Computer Vision

- [github.com/SkalskiP/top-cvpr-2023-papers](https://github.com/SkalskiP/top-cvpr-2023-papers) This repository is a curated collection of the most exciting and influential CVPR 2023 papers.
- [github.com/SkalskiP/top-cvpr-2023-papers](https://github.com/SkalskiP/top-cvpr-2023-papers) This repository is a curated collection of the most exciting and influential CVPR 2023 papers.

## AIOps

- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 1](https://www.apmdigest.com/aiops-itops-1)
- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 2](https://www.apmdigest.com/aiops-itops-2)
- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 3](https://www.apmdigest.com/aiops-itops-3)
- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 4](https://www.apmdigest.com/aiops-itops-4)
- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 5](https://www.apmdigest.com/aiops-itops-5)
- [thenewstack.io: The Urgency Driving AIOps into Your Enterprise](https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise/)
- [thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?](https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops/)
- [infoworld.com: 5 best practices for securing CI/CD pipelines](https://www.infoworld.com/article/3673891/5-best-practices-for-securing-cicd-pipelines.html) Build in
security from the beginning with continuous testing, automation, zero trust, and AIops.
- [infoq.com: AIOps: Site Reliability Engineering at Scale](https://www.infoq.com/articles/aiops-reliability-engineering/)
- [hashicorp.com: Accelerating AI adoption on Azure with Terraform](https://www.hashicorp.com/blog/accelerating-ai-adoption-on-azure-with-terraform)
- [hashicorp.com: AI for infrastructure management](https://www.hashicorp.com/solutions/ai-infrastructure-management) Accelerate your IT operations and support AIOps implementation with HashiCorp.
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# AWS Security

1. [Introduction](#introduction)
2. [AWS Security Reference Architecture AWS SRA](#aws-security-reference-architecture-aws-sra)
3. [Application Security](#application-security)
4. [Policy as Code with AWS CDK and Open Policy Agent](#policy-as-code-with-aws-cdk-and-open-policy-agent)
5. [Payment Card Industry Data Security Standard compliance](#payment-card-industry-data-security-standard-compliance)
6. [AWS IAM](#aws-iam)
2. [AWS Security Scanners](#aws-security-scanners)
3. [AWS Security Reference Architecture AWS SRA](#aws-security-reference-architecture-aws-sra)
4. [Application Security](#application-security)
5. [Policy as Code with AWS CDK and Open Policy Agent](#policy-as-code-with-aws-cdk-and-open-policy-agent)
6. [Payment Card Industry Data Security Standard compliance](#payment-card-industry-data-security-standard-compliance)
7. [AWS IAM](#aws-iam)
1. [Terraform IAM Policy Validator](#terraform-iam-policy-validator)
2. [AWS IAM Anywhere](#aws-iam-anywhere)
7. [AWS Organizations](#aws-organizations)
8. [AWS Control Tower](#aws-control-tower)
9. [AWS Firewalls](#aws-firewalls)
10. [AWS WAF Web Application Firewall](#aws-waf-web-application-firewall)
11. [AWS Secrets Manager](#aws-secrets-manager)
12. [AWS Vault](#aws-vault)
13. [Tweets](#tweets)
8. [AWS Organizations](#aws-organizations)
9. [AWS Control Tower](#aws-control-tower)
10. [AWS Firewalls](#aws-firewalls)
11. [AWS WAF Web Application Firewall](#aws-waf-web-application-firewall)
12. [AWS Secrets Manager](#aws-secrets-manager)
13. [AWS Vault](#aws-vault)
14. [Tweets](#tweets)

## Introduction

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- [awslabs/cognito-at-edge](https://github.com/awslabs/cognito-at-edge) Serverless authentication solution to protect your website or Amplify application
- [github.com/aws-samples: Service Control Policy examples](https://github.com/aws-samples/service-control-policy-examples) Example AWS Service control policies to get started or mature your usage of AWS SCPs.

## AWS Security Scanners

- [github.com/awslabs/sustainability-scanner: Sustainability Scanner (SusScanner)](https://github.com/awslabs/sustainability-scanner) Validate AWS CloudFormation templates against AWS Well-Architected Sustainability Pillar best practices.

## AWS Security Reference Architecture AWS SRA

- [==docs.aws.amazon.com: AWS Security Reference Architecture (AWS SRA)== 🌟](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/welcome.html)
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- https://github.com/dannysteenman/aws-toolbox A collection of useful Shell & Python scripts that make your DevOps life easier in AWS. Furthermore you'll also find a list of links that point to awesome DevOps tools from other creators.
- [saml-to/assume-aws-role-action](https://github.com/saml-to/assume-aws-role-action) Assume AWS IAM Roles using SAML.to in GitHub Actions. This action enables workflows to obtain AWS Access Credentials for a desired IAM Role using AWS IAM SAML and a GitHub Actions Repository Token.
- [github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on AWS boto3 for manage ec2 and s3 buckets](https://github.com/Levi-Michael/boto3-ec2-s3-management)
- [github.com/cavaliercoder/vpc-free](https://github.com/cavaliercoder/vpc-free) Find free IP address blocks in AWS EC2.

## AWS Samples (Boilerplates)

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- [Microsoft Azure](https://azure.microsoft.com/)
- [Microsoft Docs](https://docs.microsoft.com/)
- [Azure Docs](https://docs.microsoft.com/azure)
- [github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical Online Reference Implementation](https://github.com/azure/mission-critical-online) This repository is part of the Azure Mission-Critical open source project that provides a prescriptive architectural approach to building highly-reliable cloud-native applications on Microsoft Azure for mission-critical workloads.
- [techcommunity.microsoft.com: Microsoft Learn - Learning Rooms Directory](https://techcommunity.microsoft.com/t5/custom/page/page-id/learn?product=All)
- [Introducing the third of three Microsoft Clouds: Azure](https://www.catapultsystems.com/blogs/introducing-the-third-of-three-microsoft-clouds-azure/). 4 major sections of the Cloud Models are:
- On-Premises: As you start on the left in the traditional on-prem configuration you are responsible for all layers of IT from the networking stack all the way up to the applications which are being provided. You may also be responsible for the data center, power, Internet service, and other underlying aspects.
- Infrastructure as a Service: In IaaS (Take & Bake) the cloud vendor is responsible for the stack from networking through virtualization and your IT team is responsible for the Operating System (OS) through the applications. Common uses of IaaS are testing environments, development environments or hosting of a website.
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- [CommandLine Ninja](https://www.commandline.ninja) PowerShell, Active Directory, GPO & Azure Automation. Learn how to automate using PowerShell!
- [dotnetcurry.com](https://www.dotnetcurry.com/)
- [azurebrains.com: Azurebrains](https://www.azurebrains.com) Blog sobre Tecnologias Cloud, Azure, Inteligencia Artificial, etc.
- [rutlandblog.com](https://rutlandblog.com/) All Things Azure

## Azure Training and Certifications

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- [medium.com/geekculture: Continuous Deployment with Azure DevOps Pipelines and Kubernetes](https://medium.com/geekculture/continuous-deployment-with-azure-devops-pipelines-and-kubernetes-12fe1c70b343) Create a Continuous Deployment workflow for your application
- [techcommunity.microsoft.com: Azure DevOps Pipelines: If Expressions and Conditions 🌟](https://techcommunity.microsoft.com/t5/healthcare-and-life-sciences/azure-devops-pipelines-if-expressions-and-conditions/ba-p/3737159)
- [linkedin.com: Complete CI/CD Solution for mS on AKS using Azure DevOps, ArgoCD and External Kubernetes Secretes 🌟](https://www.linkedin.com/pulse/complete-cicd-solution-ms-aks-using-azure-devops-argocd-singh/)
- [techcommunity.microsoft.com: Introduction to Azure DevOps Workload identity federation (OIDC) with Terraform](https://techcommunity.microsoft.com/t5/azure-devops-blog/introduction-to-azure-devops-workload-identity-federation-oidc/ba-p/3908687)
- [datascientest.com: Azure DevOps Pipeline YAML: why configure CI/CD pipelines with YAML?](https://datascientest.com/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml)

### YAML Schema in DevOps Azure Pipelines

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- [argonsys.com: How to query Azure resources using the Azure CLI](https://argonsys.com/microsoft-cloud/library/how-to-query-azure-resources-using-the-azure-cli/)
- [docs.microsoft.com: Expand virtual hard disks on a Linux VM with the Azure CLI](https://docs.microsoft.com/en-us/azure/virtual-machines/linux/expand-disks#resize-without-downtime-preview)
- [techcommunity.microsoft.com: Announcing template-based previews of Azure CLI and Azure PowerShell for Key Vault deployments](https://techcommunity.microsoft.com/t5/azure-tools-blog/announcing-template-based-previews-of-azure-cli-and-azure/ba-p/3933802)
## Azure Run Command
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## Tools

- [github.com/robusta-dev/kubernetes-chatgpt-bot](https://github.com/robusta-dev/kubernetes-chatgpt-bot/) A ChatGPT bot for Kubernetes issues. Ask the AI how to solve your Prometheus alerts, get pithy responses.
- [itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!](https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65)
- [itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!](https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65)
- [numerous.ai](https://numerous.ai/) Prompt ChatGPT in bulk, in your spreadsheets. Use AI for writing content, product descriptions, SEO keywords, and more in bulk.
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- [==thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet== 🌟](https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet/) A concise but comprehensive guide to using and managing horizontal and vertical autoscaling in the Kubernetes environment.
- [abhirajdevops.hashnode.dev: A Cheat Sheet of Essential Commands for Managing and Debugging Your Kubernetes Cluster's Networking](https://abhirajdevops.hashnode.dev/a-cheat-sheet-of-essential-commands-for-managing-and-debugging-your-kubernetes-clusters-networking)
- [github.com/devoriales/kubectl-cheatsheet](https://github.com/devoriales/kubectl-cheatsheet) This repository contains a kubectl cheatsheet to use as a quick reference guide. It contains the most common commands used when working with Kubernetes.
- [dev.to/msfaizi: Kubernetes Cheatsheet: Essential Commands and Concepts for Efficient Container Orchestration](https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for-efficient-container-orchestration-201n)

## Kubernetes Kustomize Cheat Sheet

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- [==dzone.com: How To Build an Effective CI/CD Pipeline==](https://dzone.com/articles/how-to-build-an-effective-cicd-pipeline) This article leads you through an exploration of practical steps for creating pipelines that accelerate deployments.
- [groundcover.com: Cloud-native CI/CD? Yeah, that’s a thing 🌟](https://www.groundcover.com/blog/ci-cd-kubernetes) Discover how leveraging CI/CD pipelines based on Kubernetes gives organizations improved control and more efficient management, allowing for faster recovery and replication of runtime environments.
- [==spacelift.io: Kubernetes CI/CD Pipelines – 7 Best Practices and Tools | James Walker== 🌟](https://spacelift.io/blog/kubernetes-ci-cd) CICD pipelines enhance app delivery process by automating key stages like testing, security scanning, and deployment. Adopting pipeline-based workflow helps to ship more quickly.
- [thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git](https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git/) Databases have not been well integrated into the CI/CD tooling landscape, but applying git-like concepts can help.

## CI/CD Pipelines With Kubernetes

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## IDRA Group

- [teslarati.com: IDRA finishes 9,000-ton Giga Press; Tesla expecting it any day now](https://www.teslarati.com/idra-9000-ton-giga-press/)
- [eleconomista.es: Giga Press, la colosal máquina de Tesla que ha revolucionado la fabricación de coches eléctricos](https://www.eleconomista.es/motor/noticias/12630740/01/24/giga-press-la-colosal-maquina-de-tesla-que-ha-revolucionado-la-fabricacion-de-coches-electricos.html)

## Carrefour Spain

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- [aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus](https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus/)
- [aalmiray/q-cli](https://github.com/aalmiray/q-cli) Sample Quarkus CLI application
- [piomin/sample-quarkus-serverless-kafka](https://github.com/piomin/sample-quarkus-serverless-kafka) Demo illustrating how to run Quarkus application on Knative Eventing with Kafka and Funqy modules
- [piotrminkowski.com: Introduction to gRPC with Quarkus](https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus/)

## Golang Demos

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- [blog.awsfundamentals.com: Using S3 with Terraform](https://blog.awsfundamentals.com/using-s3-with-terraform)
- [devopscube.com/terraform-aws-rds](https://devopscube.com/terraform-aws-rds) Terraform AWS RDS Provisioning Tutorial
- [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit Chat App in Container Apps using Terraform | Paolo Salvatori](https://techcommunity.microsoft.com/t5/fasttrack-for-azure/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app/ba-p/3885602)
- [itnext.io: Automate Kubernetes Monitoring with Terraform and Datadog](https://itnext.io/automate-kubernetes-monitoring-with-terraform-and-datadog-13857f55c568)
- [mahira-technology.medium.com: Automating AWS CodePipeline Setup with Terraform: Streamline Your CI/CD Workflow](https://mahira-technology.medium.com/deploying-aws-codepipeline-with-terraform-d6613979d0b6)
- [patrickkoch.dev: Terraform on Azure with GitHub Copilot - Creating a Kubernetes Cluster and a Container Registry](https://www.patrickkoch.dev/posts/post_31/)
- [medium.com/@Tyler.Gallimore: Deploying Apache Web Server on AWS EC2 with Terraform and Docker](https://medium.com/@Tyler.Gallimore/deploying-apache-web-server-on-aws-ec2-with-terraform-and-docker-6c315c81c024)

## Prometheus and Grafana

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