https://shankera-s-dev-station.vercel.app//blog Shankera 的 DevOps 工程師技術部落格。Shankera 分享 AWS 雲端、Kubernetes、Docker、Terraform、Ansible、CI/CD 等技術教學與實戰經驗。跟著 Shankera 學習 DevOps 最佳實踐。 en-us shankera.liang@example.com (Shankera Liang) shankera.liang@example.com (Shankera Liang) Fri, 09 Jan 2026 00:00:00 GMT https://shankera-s-dev-station.vercel.app//blog/2026-01-09_image_upload_cicd https://shankera-s-dev-station.vercel.app//blog/2026-01-09_image_upload_cicd 說明如何將 Docker Image 上傳到 AWS ECR 的 CI/CD 流程。 Fri, 09 Jan 2026 00:00:00 GMT shankera.liang@example.com (Shankera Liang) cicddockerawsecrimage https://shankera-s-dev-station.vercel.app//blog/2025-11-28_docker_network https://shankera-s-dev-station.vercel.app//blog/2025-11-28_docker_network 本文圖解 Docker 網路與容器互通概念，包含 Port 映射、自訂 bridge network、Docker Compose 網路等，幫助理解與實務操作。 Fri, 28 Nov 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) dockernetworkcontainer https://shankera-s-dev-station.vercel.app//blog/2025-11-18_copy_efs https://shankera-s-dev-station.vercel.app//blog/2025-11-18_copy_efs 在 EC2 環境下，如何將一個 EFS 的資料複製到另一個 EFS。 Tue, 18 Nov 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsec2efsstorage https://shankera-s-dev-station.vercel.app//blog/2025-11-17_k8s_connect_mysql https://shankera-s-dev-station.vercel.app//blog/2025-11-17_k8s_connect_mysql 在 Kubernetes 環境下，如何連接 AWS RDS MySQL。 Mon, 17 Nov 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) kubernetesawsrdsmysql https://shankera-s-dev-station.vercel.app//blog/2025-11-16_ec2_efs https://shankera-s-dev-station.vercel.app//blog/2025-11-16_ec2_efs 在 EC2 環境下，如何正確掛載 EFS 文件系統。 Sun, 16 Nov 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsec2efsstorage https://shankera-s-dev-station.vercel.app//blog/2025-11-15_fargate_csi https://shankera-s-dev-station.vercel.app//blog/2025-11-15_fargate_csi EKS Fargate 環境下，PVC 綁定失敗不是因為不支援卷，而是 CSI Driver 需要微調。 Sat, 15 Nov 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) kubernetesfargateefscsi https://shankera-s-dev-station.vercel.app//blog/2025-11-14_delete_pv_pvc https://shankera-s-dev-station.vercel.app//blog/2025-11-14_delete_pv_pvc 本文介紹如何安全地刪除 Kubernetes 中的 PV 和 PVC。 Fri, 14 Nov 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) kubernetespvpvc https://shankera-s-dev-station.vercel.app//blog/2025-11-13_ecr_to_new_region https://shankera-s-dev-station.vercel.app//blog/2025-11-13_ecr_to_new_region 本文介紹如何將 ECR 中的 Docker image 推送到另一個區域。 Thu, 13 Nov 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsdockerecr https://shankera-s-dev-station.vercel.app//blog/2025-09-30_remove_sensitive_git_commits https://shankera-s-dev-station.vercel.app//blog/2025-09-30_remove_sensitive_git_commits 本文介紹如何使用 git filter-repo 工具刪除 Git commit 中的敏感資料，並重新推送到遠端倉庫。 Tue, 30 Sep 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) gitsensitive-datasecurity https://shankera-s-dev-station.vercel.app//blog/2025-09-29_argocd_vault https://shankera-s-dev-station.vercel.app//blog/2025-09-29_argocd_vault 介紹如何在 ArgoCD 中配置應用程式以讀取 HashiCorp Vault 中的密碼，並使用 External Secrets Operator (ESO) 進行整合。 Mon, 29 Sep 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) argocdvaultkubernetesawsefs https://shankera-s-dev-station.vercel.app//blog/2025-09-16_vault_k8s https://shankera-s-dev-station.vercel.app//blog/2025-09-16_vault_k8s 本文介紹如何在 AWS EKS Fargate 上部署 HashiCorp Vault，並使用 AWS EFS 進行持久化存儲。涵蓋自動解封、集群同步及 Kubernetes 認證配置等步驟。 Tue, 16 Sep 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) vaultkubernetesawsefs https://shankera-s-dev-station.vercel.app//blog/2025-09-13_argocd_gitlab https://shankera-s-dev-station.vercel.app//blog/2025-09-13_argocd_gitlab 如何排查與解決 ArgoCD 無法連接 GitLab repository 的問題，包括網路、Token 設定等方面。 Sat, 13 Sep 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) argocdgitlabkubernetes https://shankera-s-dev-station.vercel.app//blog/2025-09-10_fluentbit_to_opensearch https://shankera-s-dev-station.vercel.app//blog/2025-09-10_fluentbit_to_opensearch 如何在 AWS EC2 中配置 Fluent Bit，並成功將日誌數據寫入 OpenSearch，包括 Internal 與 IAM Role 兩種方式。 Wed, 10 Sep 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) fluent-bitopensearchawsec2 https://shankera-s-dev-station.vercel.app//blog/2025-09-08_install_argocd https://shankera-s-dev-station.vercel.app//blog/2025-09-08_install_argocd 如何在 AWS Fargate EKS 叢集上安裝和配置 ArgoCD，並通過 AWS Load Balancer Controller 進行外部訪問。 Mon, 08 Sep 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) argocdeksfargateawskubernetes https://shankera-s-dev-station.vercel.app//blog/2025-08-31_gitlab_ssh_key https://shankera-s-dev-station.vercel.app//blog/2025-08-31_gitlab_ssh_key 如何在 GitLab 上更新 SSH Key 並驗證其正確性，確保安全且順利的版本控制操作。 Sun, 31 Aug 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) gitlabssh keyauthentication https://shankera-s-dev-station.vercel.app//blog/2025-08-30_opensearch_tamplates https://shankera-s-dev-station.vercel.app//blog/2025-08-30_opensearch_tamplates 很多初學者在使用 OpenSearch 時，會把 Index Template 和 Index Pattern 搞混，本文將釐清兩者的差異與使用情境。 Sat, 30 Aug 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) opensearchindex templateindex pattern https://shankera-s-dev-station.vercel.app//blog/2025-08-28_aws_global_accelerator https://shankera-s-dev-station.vercel.app//blog/2025-08-28_aws_global_accelerator 本篇文章將分享如何使用 AWS Global Accelerator 來切換 VPN 流量到指定區域的實務經驗，並探討其中的技巧與注意事項。 Thu, 28 Aug 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsglobal acceleratorvpntraffic routing https://shankera-s-dev-station.vercel.app//blog/2025-08-26_aws_new_region https://shankera-s-dev-station.vercel.app//blog/2025-08-26_aws_new_region 本篇文章將介紹如何使用 Terraform 在 AWS 上部署新的區域，並提供前置作業的詳細說明。 Tue, 26 Aug 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) terraformawsnew regioninfrastructure as code https://shankera-s-dev-station.vercel.app//blog/2025-07-14_openvpn-backup-restore https://shankera-s-dev-station.vercel.app//blog/2025-07-14_openvpn-backup-restore OpenVPN 備份與還原流程的詳細步驟和注意事項 Mon, 14 Jul 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsopenvpnnetworkingsecurity https://shankera-s-dev-station.vercel.app//blog/2025-07-10_openvpn_setting https://shankera-s-dev-station.vercel.app//blog/2025-07-10_openvpn_setting AWS OpenVPN 設定流程的詳細步驟和注意事項 Thu, 10 Jul 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsopenvpnnetworkingsecurity https://shankera-s-dev-station.vercel.app//blog/2025-05-27_flatcar_fluentbit https://shankera-s-dev-station.vercel.app//blog/2025-05-27_flatcar_fluentbit 使用 Flatcar Linux 搭配 Docker、ClamAV、Fluent Bit 和 CloudWatch 進行日誌和安全性管理的完整教學 Tue, 27 May 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) flatcardockerclamavfluent-bitcloudwatch https://shankera-s-dev-station.vercel.app//blog/2025-05-27_youtube_experiments https://shankera-s-dev-station.vercel.app//blog/2025-05-27_youtube_experiments Exploring the impact of language and title structure on YouTube video performance through personal experiments Tue, 27 May 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) youtubeexperimentstitlesclicksfound https://shankera-s-dev-station.vercel.app//blog/2025-02-19_alertmanager https://shankera-s-dev-station.vercel.app//blog/2025-02-19_alertmanager 透過 Helm Chart 設定 Prometheus Alertmanager 規則 Tue, 18 Feb 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) prometheusalertmanagerhelm https://shankera-s-dev-station.vercel.app//blog/2025-02-17_k8s_rollout https://shankera-s-dev-station.vercel.app//blog/2025-02-17_k8s_rollout 使用 ChatGPT 生成 Kubernetes 全 Namespace 的 rollout 重啟指令 Mon, 17 Feb 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) kubernetesdeploymentrolloutchatgpt https://shankera-s-dev-station.vercel.app//blog/2025-02-16_redis https://shankera-s-dev-station.vercel.app//blog/2025-02-16_redis 在 EC2 實例中連線到 AWS ElastiCache Redis。 Sun, 16 Feb 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsrediselasticache https://shankera-s-dev-station.vercel.app//blog/2025-02-13_lambda_clamav https://shankera-s-dev-station.vercel.app//blog/2025-02-13_lambda_clamav 這個 Lambda 函數主要用於處理 ClamAV 防毒軟體的掃描結果，並通過 SNS 發送通知到指定的主題。整個流程是由 CloudWatch 觸發的。 Thu, 13 Feb 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awslambdaclamavsns https://shankera-s-dev-station.vercel.app//blog/2025-02-12_cloudwatch_agent https://shankera-s-dev-station.vercel.app//blog/2025-02-12_cloudwatch_agent 在 EC2 上安裝並設定 CloudWatch Agent 以傳送 log 到 CloudWatch Wed, 12 Feb 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) cloudwatchagent https://shankera-s-dev-station.vercel.app//blog/2025-02-11_install_clamav https://shankera-s-dev-station.vercel.app//blog/2025-02-11_install_clamav clamav 是一個開源的反病毒引擎，用於檢測惡意軟件和病毒。本文將介紹如何安裝和配置 clamav，以及如何使用 clamav 進行病毒掃描。 Tue, 11 Feb 2025 00:00:00 GMT shankera.liang@example.com (Shankera Liang) clamavantivirussecurity https://shankera-s-dev-station.vercel.app//blog/2024-11-25_prometheus_values https://shankera-s-dev-station.vercel.app//blog/2024-11-25_prometheus_values prometheus_values.yml 是在使用 Helm 部署 Prometheus 時常用的配置文件，用於自訂 Prometheus 的各種配置選項。以下是查找或建立該文件的詳細步驟，以及其用途的解釋。 Mon, 25 Nov 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) prometheus https://shankera-s-dev-station.vercel.app//blog/2024-07-18_jenkins_setup https://shankera-s-dev-station.vercel.app//blog/2024-07-18_jenkins_setup This is a practical guide to set up Jenkins. Thu, 18 Jul 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) jenkins https://shankera-s-dev-station.vercel.app//blog/2024-06-14_git_remote_branch https://shankera-s-dev-station.vercel.app//blog/2024-06-14_git_remote_branch This is a practical guide to pull a remote branch to your local repository, delete a branch, and take a look of the branches. Sat, 22 Jun 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) git https://shankera-s-dev-station.vercel.app//blog/2024-06-09_k8s_pratice https://shankera-s-dev-station.vercel.app//blog/2024-06-09_k8s_pratice This is a practical guide to deploying applications, setting up autoscaling, and monitoring in Kubernetes. Sun, 09 Jun 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) KubernetesDevOps https://shankera-s-dev-station.vercel.app//blog/2024-06-06_kubernetes_helm https://shankera-s-dev-station.vercel.app//blog/2024-06-06_kubernetes_helm Helm is a package manager for Kubernetes that helps you define, install, and upgrade applications on a Kubernetes cluster. Thu, 06 Jun 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) KubernetesHelmDevOps https://shankera-s-dev-station.vercel.app//blog/2024-05-25_pytest https://shankera-s-dev-station.vercel.app//blog/2024-05-25_pytest Using Pytest to write and run automated tests for Python applications. Sat, 25 May 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) PytestPythonTestingAutomationselenium https://shankera-s-dev-station.vercel.app//blog/2024-01-11_ansible-tags https://shankera-s-dev-station.vercel.app//blog/2024-01-11_ansible-tags When you have many tasks in your Ansible Playbook, you may want to run only some of them. You can use Ansible tags to achieve this. Thu, 11 Jan 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) AnsibleAutomationDevOps https://shankera-s-dev-station.vercel.app//blog/2024-01-10_ansible https://shankera-s-dev-station.vercel.app//blog/2024-01-10_ansible Two files are required to execute an Ansible Playbook: an Ansible Playbook and an Ansible Inventory file. Wed, 10 Jan 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) AnsibleDevOps https://shankera-s-dev-station.vercel.app//blog/2024-01-01_about-shankera https://shankera-s-dev-station.vercel.app//blog/2024-01-01_about-shankera Shankera 是一位專業的 DevOps 工程師，專精於 AWS 雲端架構、Kubernetes 容器編排、CI/CD 自動化部署等技術領域。 Mon, 01 Jan 2024 00:00:00 GMT shankera.liang@example.com (Shankera Liang) shankeradevopsawskubernetes https://shankera-s-dev-station.vercel.app//blog/2023-12-30_autotest-flow https://shankera-s-dev-station.vercel.app//blog/2023-12-30_autotest-flow 簡單紀錄透過 Jenkins、Git、Terraform 和 Amazon ECR/ECS 實現的端對端應用程式部署流程。 Sat, 30 Dec 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) JenkinsGitTerraformAmazon ECR/ECS https://shankera-s-dev-station.vercel.app//blog/2023-12-21_aws-sqs-sns-kinesis https://shankera-s-dev-station.vercel.app//blog/2023-12-21_aws-sqs-sns-kinesis introduced SQS, SNS, Kinesis and ActiveMQ Thu, 21 Dec 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) SQSSNSKinesisActiveMQAWS https://shankera-s-dev-station.vercel.app//blog/2023-11-01_click-svg-using-selenium https://shankera-s-dev-station.vercel.app//blog/2023-11-01_click-svg-using-selenium Sometimes we need to click a element in svg with selenium, but it is not easy to do that. This article will show you how to do that. Wed, 01 Nov 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) seleniumsvg https://shankera-s-dev-station.vercel.app//blog/2023-09-23_blue-green-deployment https://shankera-s-dev-station.vercel.app//blog/2023-09-23_blue-green-deployment Let your users use the new version of your application without downtime. Sat, 23 Sep 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) blue-greendeploymentintroduction https://shankera-s-dev-station.vercel.app//blog/2023-09-09_connect_windows_ansible https://shankera-s-dev-station.vercel.app//blog/2023-09-09_connect_windows_ansible Use ansible to connect to Windows 2012 R2 Sat, 09 Sep 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) EC2Windowsansible https://shankera-s-dev-station.vercel.app//blog/2023-08-24_connect_aws_windows_r2 https://shankera-s-dev-station.vercel.app//blog/2023-08-24_connect_aws_windows_r2 Learn how to connect to Windows 2012 R2 with ssh and rdp Thu, 24 Aug 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) Windowssshrdp https://shankera-s-dev-station.vercel.app//blog/2023-08-22_macbook_setting https://shankera-s-dev-station.vercel.app//blog/2023-08-22_macbook_setting Macbook setting for development Tue, 22 Aug 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) macbooksetting https://shankera-s-dev-station.vercel.app//blog/2023-07-06_aws_S3_cors https://shankera-s-dev-station.vercel.app//blog/2023-07-06_aws_S3_cors S3 cors(Cross-Origin Resource Sharing) 跨域設定 Thu, 06 Jul 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awss3cors https://shankera-s-dev-station.vercel.app//blog/2023-07-05_aws_s3_encryption https://shankera-s-dev-station.vercel.app//blog/2023-07-05_aws_s3_encryption S3 的加密方式 Wed, 05 Jul 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awss3encryption https://shankera-s-dev-station.vercel.app//blog/2023-07-03_aws_beanstalk https://shankera-s-dev-station.vercel.app//blog/2023-07-03_aws_beanstalk 輕鬆部署和管理應用程式 - 透過 Elastic Beanstalk Mon, 03 Jul 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awselastic beanstalk https://shankera-s-dev-station.vercel.app//blog/2023-07-02_aws_public_hosted_zones https://shankera-s-dev-station.vercel.app//blog/2023-07-02_aws_public_hosted_zones Working with public hosted zones Sun, 02 Jul 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsroute53public hosted zones https://shankera-s-dev-station.vercel.app//blog/2023-06-30_aws_routing_policy https://shankera-s-dev-station.vercel.app//blog/2023-06-30_aws_routing_policy AWS Routing Policy Fri, 30 Jun 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsroute53routingpolicy https://shankera-s-dev-station.vercel.app//blog/2023-06-30_cname_vs_alias https://shankera-s-dev-station.vercel.app//blog/2023-06-30_cname_vs_alias CNAME vs Alias - DNS（域名系統）的記錄類型 Fri, 30 Jun 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsroute53cnamealias https://shankera-s-dev-station.vercel.app//blog/2023-06-30_route53_ttl https://shankera-s-dev-station.vercel.app//blog/2023-06-30_route53_ttl Route 53 - TTL(Time To Live) 介紹 Fri, 30 Jun 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsroute53dnsttl https://shankera-s-dev-station.vercel.app//blog/2023-05-03_aws_refund https://shankera-s-dev-station.vercel.app//blog/2023-05-03_aws_refund 不小心被 AWS 扣款了？請參考這份退費申請指南 Wed, 03 May 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsrefound https://shankera-s-dev-station.vercel.app//blog/2023-05-01_terraform_azure_vm https://shankera-s-dev-station.vercel.app//blog/2023-05-01_terraform_azure_vm 進階實作 - 如何用 Terraform 開一個 Azure VM Mon, 01 May 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) terraformazurevm https://shankera-s-dev-station.vercel.app//blog/2023-04-30_aws_s3 https://shankera-s-dev-station.vercel.app//blog/2023-04-30_aws_s3 S3 是幹嘛的哩？ Sun, 30 Apr 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awss3 https://shankera-s-dev-station.vercel.app//blog/2023-04-29_clone_gitlab_repo https://shankera-s-dev-station.vercel.app//blog/2023-04-29_clone_gitlab_repo Having trouble cloning a GitLab repo to local? Here is a quick guide to help you out. Sat, 29 Apr 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) GitLabGitCloneRepoLocal https://shankera-s-dev-station.vercel.app//blog/2023-04-22_ansible https://shankera-s-dev-station.vercel.app//blog/2023-04-22_ansible Ansible 是一個自動化工具，可以用來管理主機，例如：安裝套件、啟動服務、部署程式等等。 Mon, 24 Apr 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) ansible https://shankera-s-dev-station.vercel.app//blog/2023-04-21_terraform https://shankera-s-dev-station.vercel.app//blog/2023-04-21_terraform 來跟大家介紹 Terraform!! Fri, 21 Apr 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) terraform https://shankera-s-dev-station.vercel.app//blog/2023-01-21_dockerfile_docker-compose https://shankera-s-dev-station.vercel.app//blog/2023-01-21_dockerfile_docker-compose 常常搞不清楚 Dockerfile 和 Docker-compose，這篇文章就是要來解釋一下它們的差別。 Sat, 21 Jan 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) dockerfiledocker-compose https://shankera-s-dev-station.vercel.app//blog/2023-01-16_kubernetes-minikube https://shankera-s-dev-station.vercel.app//blog/2023-01-16_kubernetes-minikube 用 Minikube 在本地端模擬 Kubernetes 的環境，來做測試，最後再到雲端上去做真正的部屬。 Mon, 16 Jan 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) kubernetesminikube https://shankera-s-dev-station.vercel.app//blog/2023-01-15_gitlab-cicd-docker-registry https://shankera-s-dev-station.vercel.app//blog/2023-01-15_gitlab-cicd-docker-registry Docker Registry is a stateless, highly scalable server side application that stores and lets you distribute Docker images. Sun, 15 Jan 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) gitlabCICDDocker Registry https://shankera-s-dev-station.vercel.app//blog/2023-01-11_aws-region_and_vpc https://shankera-s-dev-station.vercel.app//blog/2023-01-11_aws-region_and_vpc 如果想了解 AWS 資料中心基礎設施，那麼就先來認識 AWS Region、AZ 及 VPC 吧！ Wed, 11 Jan 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) AWSAWS RegionAWS VPC https://shankera-s-dev-station.vercel.app//blog/2023-01-08_gitlab-cicd-pipeline https://shankera-s-dev-station.vercel.app//blog/2023-01-08_gitlab-cicd-pipeline Use yml to define the pipeline job Sun, 08 Jan 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) GitLabCICDgitLab pipeline job https://shankera-s-dev-station.vercel.app//blog/2023-01-08_gitlab-cicd-runner https://shankera-s-dev-station.vercel.app//blog/2023-01-08_gitlab-cicd-runner What GitLab runner is and how to use it Sun, 08 Jan 2023 00:00:00 GMT shankera.liang@example.com (Shankera Liang) GitLabCICDGitLab runner https://shankera-s-dev-station.vercel.app//blog/2022-12-29_aws https://shankera-s-dev-station.vercel.app//blog/2022-12-29_aws Attended AWS workshop, learned about AWS services and how to use them, built a web app using AWS Amplify and ML model using AWS Sagemaker Thu, 29 Dec 2022 00:00:00 GMT shankera.liang@example.com (Shankera Liang) awsworkshop