Cloud-Native: Microservices, Kubernetes, Service Mesh, CI/CD

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Master Cloud-Native: Microservices, Containers, Kubernetes, Service Mesh, gRPC, Helm, Redis, Kafka, CI/CD, GitOps, ELK..

1 - Introduction

1 - Introduction

2 - Cloud Types PrivateOnpremises Public and Hybrid Cloud

3 - MultiCloud Strategy

4 - Evolution of Cloud Platforms Cloud Hosting Models IaaS CaaS PaaS FaaS

5 - CloudNative Application Architecture

6 - Evolution of Application Architectures Monolithic Microservices Serverless

7 - Deep Dive into CloudNative Pillars Course Section Flow

8 - Way of Learning The Course Flow

9 - Handson Projects

10 - How to Follow the Course Course Slides

2 - Introduction to CloudNative What is CloudNative Architecture

11 - What is CloudNative

12 - Cloud Native Definition from CNCF

13 - What Is Cloud Native Architecture

14 - Cloud Native Architecture Design Principles and Key Characteristics

15 - Benefits of CloudNative Architectures

16 - Challenges of CloudNative Architectures

17 - The Cloud Path of Legacy Applications Modernization of Legacy Apps with Cloud

3 - CloudNative Fundamentals The Conways Law and 12 Factor App

18 - Introduction CloudNative Fundamentals Conways Law and 12 Factor App

19 - The Conways Law

20 - The impact of Conways Law on CloudNative Microservices

21 - 12Factors The TwelveFactor Application

22 - I Codebase The TwelveFactor Application

23 - II Dependencies The TwelveFactor Application

24 - III Config The TwelveFactor Application

25 - IV Backing services The TwelveFactor Application

26 - V Build release run The TwelveFactor Application

27 - VI Processes The TwelveFactor Application

28 - VII Port binding The TwelveFactor Application

29 - VIII Concurrency The TwelveFactor Application

30 - IX Disposability The TwelveFactor Application

31 - X Devprod parity The TwelveFactor Application

32 - XI Logs The TwelveFactor Application

33 - XII Admin processes The TwelveFactor Application

4 - CloudNative Deep Dive Landscape Trial Map and Pillars

34 - Introduction CloudNative Deep Dive Landscape TrialMap and Pillars

35 - Cloud Native Computing Foundation CNCF

36 - Quick Tour on Cloud Native Computing Foundation CNCF

37 - What Is the CNCF Landscape

38 - Deep Dive into CNCF Landscape Categories

39 - Complicated with CNCF Projects Funny Break

40 - CNCF Cloud Native Trail Map

41 - The Four Pillars of CloudNative Applications

42 - All Cloud Native Pillars Extended for Course Structure

5 - Pillar1 Microservices

43 - Introduction to Pillar1 Microservices

44 - 12Factor App and Cloudnative Trial Map Microservices

45 - Evolution of Architectures Monolithic Microservices Serverless

46 - What are Microservices

47 - What is Microservices Architecture

48 - Microservices Characteristics

49 - Benefits of Microservices Architecture

50 - Challenges of Microservices Architecture

51 - When to Use Microservices Architecture Best Practices

52 - When Not to Use Microservices AntiPatterns of Microservices

53 - Monolithic vs Microservices Architecture Comparison

54 - The DatabaseperService Pattern Polygot Persistence

55 - Explore Languages and Frameworks for Microservices

56 - Explore CloudNative Microservices Frameworks

57 - Explore Cloud Managed and Serverless Microservices Frameworks

58 - Design CloudNative Microservices Architecture Way of Learning

59 - Understand ECommerce Domain Analysis and Decompose ECommerce Microservices

60 - Identifying and Decomposing Microservices for ECommerce Domain

61 - Design CloudNative Ecommerce Microservices Architecture

62 - Choose Microservices Language and Frameworks for CloudNative Microservices

63 - Reference Project Net Microservices CloudNative Ecommerce App

64 - Reference Project AWS Serverless Microservices CloudNative Ecommerce App

6 - Handson Develop a RESTful Microservices with CRUD endpoints

65 - Introduction Handson Develop a RESTful Microservices with CRUD endpoints

66 - Primary Programming Languages and Frameworks among Microservices Developers

67 - Why Net for Microservices Development

68 - Install Prerequisites

69 - Developing Product Microservices

70 - Run the Application Product Microservices

71 - Create Product Microservices with AWS Serverless Services AWS Lambda API Gw

72 - Handson Create Product Microservices with AWS Lambda API Gateway and DynamoDB

7 - Pillar2 Containers

73 - Introduction to Pillar2 Containers

74 - 12Factor App and Cloudnative Trial Map Containers

75 - Evolution of Cloud Platforms Cloud Hosting Models IaaS CaaS PaaS FaaS

76 - What are Container

77 - Why use Containers for developing Cloudnative Microservices

78 - Best Practices of using Containers

79 - How Containers Works

80 - What is Container Runtimes

81 - What is a Container Registry

82 - Containerization Running Microservices in Containers

83 - What is Docker

84 - Docker Containers Images and Registries

85 - Docker Architecture

86 - Explore Container tools Container Runtimes Registries Deployments

87 - Explore Container Registries

88 - Explore Container Deployment Options

89 - Explore Cloud Container Services Abstraction Level of Container Deployments

90 - Explore The Most Popular Container Images Redis Postgres ElasticSearch Kafka

91 - Design CloudNative Ecommerce Microservices Architecture with Containers

92 - Reference Project Net Microservices CloudNative Ecommerce App

93 - Build and Run Microservices with Docker Compose

8 - Handson Containerize Net Microservices with Docker

94 - Introduction Handson Containerize Net Microservices with Docker

95 - Install Prerequisites

96 - Write Dockerfile for Product Microservices

97 - Create Docker Image for Product Microservices

98 - Run Docker Image for Product Microservices

99 - Push Docker Image to Docker Hub for Product Microservices

100 - Deploy Container to Cloud AWS Apprunner Google Cloud Run Azure Container Inst

101 - Prepare your AWS Environment AWS Account IAM User Programmatic Access Key

102 - Download and Configure AWS CLI for Programmatic Access

103 - Handson Pushing Docker Image to Amazon Elastic Container Registry ECR

104 - Deploy ProductService Container to AWS AppRunner

105 - IMPORTANT CLEAR AWS RESOURCES

9 - Pillar3 Container Orchestrators

106 - Introduction to Container Orchestrators

107 - 12Factor App and Cloudnative Trial Map Container Orchestrators

108 - Cloudnative Trial Map Container Orchestrators

109 - Why need Orchestrator for Containers

110 - What are Container Orchestrators

111 - Container Orchestrators Usage for Cloudnative Microservices

112 - Best Practices of using Container Orchestrators

113 - How Container Orchestrators works

114 - Explore Container Orchestrator tools Kubernetes Docker Swarm Apache Mesos

115 - Explore Cloud Container Orchestrator tools EKS GKS AKS Red Hat OpenShift

116 - Datadog Container Reports Kubernetes is defacto standard for Containers

117 - Design CloudNative Ecommerce Microservices Architecture with Container Orch

118 - Design with Managed Kubernetes Services CloudNative Ecommerce Microservices

10 - Deep Dive into Kubernetes Defacto Standart for Containers

119 - Introduction Deep Dive into Kubernetes Defacto Standart for Containers

120 - CNCF 2022 Annual Survey The year cloud native became the new normal

121 - Kubernetes is Emerging as the Operating System of the Cloud

122 - CloudNative Landscape and Trial Map Kubernetes Container Orchestrator

123 - What Is Kubernetes and why we use them for microservices deployments

124 - Uses Cases of Kubernetes

125 - Kubernetes Architecture

126 - Kubernetes Components Pods ReplicaSet Deployments Service

127 - How Kubernetes Works

128 - Declarative and Imperative way of Kubernetes

11 - Handson Deploy Microservices to Kubernetes

129 - Introduction Handson Deploy Microservices to Kubernetes

130 - Install Minikube and kubectl

131 - Getting Started with Minikube

132 - ASPNET Container Expose Port CONFIGURE TO LISTEN 00008080

133 - Create a Pod

134 - Apply a Pod in K8s

135 - Why Should not Create Pod on Kubernetes

136 - Create a Deployment on Kubernetes

137 - Apply a Deployment in K8s

138 - Create a Service on K8s

139 - Apply a Service in K8s

140 - Best Practice of Creating Deployment and Services for Microservices

141 - Create Ingress for External Access of Product Microservice

142 - Create ConfigMaps and Secrets for Product Microservice

143 - Scale a Container Instance in Kubernetes

144 - Kubernetes Deploy and Service with Minikube

145 - Clean up resources

12 - Helm Charts Managing Kubernetes Applications with Helm

146 - Introduction Helm Managing Kubernetes Applications with Helm

147 - CloudNative Landscape and Trial Map Helm Managing Kubernetes Applications

148 - What is Helm and Helm Charts

149 - Benefits of Helm Charts and Artifact Hub for Centralized Repository

150 - How Helm Charts is works

151 - Understanding Helm Chart Structure

152 - Install and Use Helm

153 - Getting Started with Helm Install and Launch Wordpress Helm from ArtifactHub

154 - Handson Lab Deploy Product Microservices with Helm Charts

13 - Pillar4 CloudNative Communications

155 - Introduction to CloudNative Communications

156 - 12Factor App and Cloudnative Trial Map CloudNative Communications

157 - Cloudnative Trial Map CloudNative Communications

158 - Communications in CloudNative Architectures

159 - Microservices Communication Types Synchronous or Asynchronous Communication

160 - Microservices Communication Styles RequestDriven or EventDriven Architecture

161 - Microservices Synchronous Communications and Best Practices

162 - Designing HTTP based RESTful APIs for Microservices

163 - gRPC High Performance Remote Procedure Calls

164 - How gRPC works

165 - gRPC Usage in Microservices Communication

166 - CN Communication Patterns API Gateway Pattern

167 - A Request Flow of API Gateway Pattern

168 - CN Communication Patterns Service RegistryDiscovery Pattern

169 - CN Communication Patterns Sidecar Pattern

170 - CN Communication Patterns Service Mesh Pattern

171 - Service Mesh Communication in CloudNative Microservices

172 - Explore CN Communication tools Service Proxy envoy API Gatewaykong

173 - Explore CN Communication tools Service Proxy envoy nginx haproxy

174 - Explore CN Communication tools API Gatewaykong krakenD kubeGateway

175 - Explore CN Communication tools Service Meshes istio linkerd

176 - Explore Cloud Serverless Communication tools AWS Azure Service Proxy API Gw

177 - Service Meshes are still early and Istio dominates usage

178 - Design CloudNative Ecommerce Microservices Architecture with Service Meshes

179 - Design with Cloud Managed Services AWS API Gateway Service Mesh

14 - Handson Deploy Microservices to Kubernetes with Service Mesh Istio and Envoy

180 - Introduction Handson Deploy Microservices to Kubernetes w Service Mesh Istio

181 - What is Istio Service Mesh and How Istio Service Mesh works

182 - Getting Started Handson The Architecture with Istio and Envoy

183 - Download and Install Istio Service Mesh onto Minikube K8s cluster

184 - Install Istio

185 - Deploy the Microservices Application

186 - Open the Application to Outside Traffic with Istio Ingress Gateway

187 - View the dashboard Deploy the Kiali dashboard along with Prometheus Grafana

188 - Analysis the Dashboard

189 - Uninstall Istio Workloads

15 - Pillar5 Backing Services Data Management Caching Message Brokers

190 - Introduction to CloudNative Backing Services Databases CachingMessage Broker

191 - 12Factor App CloudNative Backing Services

192 - Cloudnative Trial Map CloudNative Backing Services

193 - Dynatrace Kubernetes Report Kubernetes Growth Areas are Open Source Databases

194 - Backing Services for CloudNative Microservices

195 - Starting to CN Data Management Caching Message Brokers K8s and Serverless

16 - Pillar Backing Services Data Management K8s and Serverless Databases

196 - Introduction to CN Data Management K8s and Serverless Databases

197 - Cloudnative Trial Map Backing Services Databases

198 - Database as a Service DBaaS for CloudNative Microservices

199 - Relational Databases

200 - NoSQL Databases

201 - NoSQL Databases Types Document Keyvalue Graphbased Columnbased Databases

202 - When to Use Relational Databases

203 - When to Use NoSQL Databases

204 - Best Practices When Choosing Data Store Use Right Tool for Right Job

205 - How to Choose a Database for Microservices

206 - NewSQL Databases

207 - Comparison with Relational NoSQL and NewSQL Databases

208 - The Rise of the Kubernetes Native Database and Architecture

209 - Most Usage Databases in Kubernetes for CloudNative Apps

210 - Explore CN Databases Horizontally Scalable Distributed Cloudnative Databases

211 - Explore Relational Databases PostgreSQL MySQL Oracle SQL Server

212 - Explore NoSQL Databases MongoDB Redis Cassandra

213 - Explore NewSQL Kubernetes Database Vitess TiDB TiKV CockroachDB YugabyteDB

214 - Explore Kubernetes Databases YugabyteDB The Scalable Cloud Native Database

215 - Explore CN Kubernetes Databases Vitess Scalable Reliable MySQLcompatible

216 - Explore CN Kubernetes Databases CockroachDB A distributed SQL database built

217 - Explore Cloud Serverless Databases Amazon DynamoDB Azure CosmosDB Google DB

218 - Design CloudNative Ecommerce Microservices with Relational and NoSQL Database

219 - Design CloudNative Ecommerce Microservices with NewSQL Kubernetes Databases

220 - Design with Cloud Serverless Databases AWS DynamoDB Aurora DB Azure CosmosDB

17 - Handson Deploy CloudNative CockroachDB Database on a Kubernetes Cluster

221 - Introduction Handson Deploy CockroachDB in a Single Kubernetes Cluster

222 - What is Kubernetes Operator and Why use Operators

223 - Step 1 Start Kubernetes minikube start

224 - Step 2 Start CockroachDB Deploy CockroachDB in a Single Kubernetes Cluster

225 - Step 21 Start CockroachDB Initialize the cluster Apply the custom resource

226 - Step 3 Use the builtin SQL client

227 - Step 4 Access the DB Console

228 - Step 5 Simulate node failure and node scales

229 - Step 6 Stop the cluster

18 - Handson Building RESTful Microservices with AWS Lambda API Gateway and Dynamo

230 - Introduction Handson Building RESTful Microservices with Serverless

231 - What Is Amazon DynamoDB

232 - Amazon DynamoDB Core Concepts Tables Items Attributes Indexes

233 - Create a DynamoDB Table

234 - Create a Lambda Function

235 - Create an API Gateway

236 - Test RESTful Microservices with AWS Lambda Api Gateway and DynamoDb

237 - AWS Console microservicehttpendpoint Lambda Blueprint

238 - Resource Cleanup

19 - Pillar5 Backing Services Caching K8s and Serverless Caching

239 - Introduction to CN Caching K8s and Serverless Caching

240 - Cloudnative Trial Map Backing Services Caching

241 - What is Caching

242 - Types of Caching

243 - Distributed Caching in Microservices

244 - Cache Hit and Cache Miss

245 - Caching Strategies in Distributed Caching for Microservices

246 - CacheAside Pattern for Microservices

247 - Best Practices of using Cache in Cloudnative Apps

248 - Explore CN Caching Horizontally scalable Distributed Caches

249 - Explore CN Distributed Caches Redis Memcached TiKV etcd

250 - Explore Cloud Serverless Caches Amazon ElastiCache Azure Cache for Redis

251 - Explore Upstash Redis Serverless fully managed globally distributed Redis

252 - Design CloudNative Ecommerce Microservices with Distributed Caching

253 - Design with Cloud Serverless Caches AWS ElastiCache Azure Cache for Redis

20 - Handson Deploy CloudNative Redis Cache on a Kubernetes Cluster with Minikube

254 - Introduction Handson Deploy Redis Cache in a Single Kubernetes Cluster

255 - Handson Deploy Redis Cache in a Single Kubernetes Cluster with Minikube

256 - Start Redis Deploying Redis Cluster in Kubernetes with Bitnami Helm Charts

257 - Use the builtin Redis Client Run Redis Commands on Redis Interactive Terminal

258 - Simulate Redis Node Failure and Node Scales

259 - Stop the cluster Clear Resources

260 - Handson Create Cache Cluster with Amazon ElastiCache for Redis

261 - Create Redis Cache Cluster with Amazon ElastiCache for Redis

21 - Pillar5 Backing Services Message Brokers Async communication Eventdriven

262 - Introduction to CloudNative Message Brokers Async communication eventdriven

263 - Cloudnative Trial Map Backing Services Message Brokers

264 - Microservices Asynchronous Communication

265 - Benefits of Asynchronous Communication

266 - Challenges of Asynchronous Communication

267 - FanOut PublishSubscribe Messaging Pattern

268 - TopicQueue Chaining Load Balancing Pattern

269 - EventDriven Microservices Architecture

270 - Realtime Processing and High Volume Events in EventDriven Microservices

271 - Event Hubs and Event Streaming in EventDriven Microservices Architecture

272 - Realworld Examples of EventDriven Microservices Architecture

273 - Explore CN Message Broker Horizontally Scalable Distributed

274 - Explore CN Message Brokers Kafka RabbitMQ Redis PubSub cloudevents

275 - What is Apache Kafka

276 - Apache Kafka Use Cases

277 - Kafka Components Topic Partitions Offset and Replication Factor

278 - What is RabbitMQ

279 - RabbitMQ Components Producer Queue Consumer Message Exchange Binding FIFO

280 - Explore Cloud Serverless Message Brokers Amazon SNS EventBridge Azure Bus

281 - Explore Upstash Kafka Message Broker and Memphisdev for Event Streaming

282 - Design CloudNative Ecommerce Microservices with Distributed Message Broker

283 - Design EventDriven Ecommerce Microservices Architecture with Event Hubs

284 - Design with Cloud Serverless Message Brokers Amazon SNS EventBridge

22 - Handson Deploy CloudNative Kafka Message Brokers on a Kubernetes Cluster

285 - Introduction Handson Deploy Kafka in Kubernetes Cluster with Minikube

286 - Apache Kafka Cluster Architecture

287 - What is RabbitMQ

288 - Handson Deploy Kafka Message Broker in a Single Kubernetes Cluster w Minikube

289 - Start Kafka Deploying Kafka Cluster in Kubernetes with Bitnami Helm Charts

290 - Use the builtin Kafka Client Publish and Subscribe Topic with sending message

291 - Simulate Kafka Node Failure and Node Scales

292 - Stop the cluster Clear Resources

23 - Handson Amazon SNS Notifications Topic Subscribe From AWS Lambda

293 - Introduction Handson Amazon SNS Notifications Topic Subscribe From AWS Lambda

294 - Amazon SNS Features and Benefits

295 - Amazon SNS Common Use Cases

296 - Create Notification Amazon SNS topic

297 - Create Lambda Function for Asnyc Invocations from Amazon SNS

298 - Create Lambda Subscription to Amazon SNS topic

299 - Develop Lambda function for incoming event from Amazon SNS topic

300 - Publish Message from Amazon SNS

301 - Clean up Resources

24 - Pillar6 Scalability Kubernetes Horizontal Pod Autoscaler HPA and KEDA

302 - Introduction to Scalability Kubernetes Horizontal Pod Autoscaler HPA and KEDA

303 - 12Factor App CloudNative Scalability

304 - Cloudnative Trial Map CloudNative Scalability

305 - What is Scalability

306 - Vertical Scaling Scale up

307 - Horizantal Scaling Scale out

308 - Scaling Cloudnative Applications in Kubernetes Kubernetes Scalability Options

309 - Best Practices of Scaling Cloudnative Applications in Kubernetes

310 - KEDA Eventdriven Autoscaling Cloudnative Applications in Kubernetes

311 - ExploreCN Scalability tools KEDA Knative Kubeless Virtual Kubelet OpenFunc

312 - Explore Cloud Serverless Scalability AWS Fargate Azure Container Apps

313 - Design CloudNative Ecommerce Microservices with CloudNative Scalability

314 - Design Cloud Serverless Scalability AWS Fargate Azure Container Apps

25 - Handson Scale Kubernetes Pods VerticalHorizontal Pod Auto Scaling KEDA

315 - Handson Scale Kubernetes Pods VPAHPAKEDA on a Kubernetes Cluster Minikube

316 - Step 1 Manually Horizontal and Vertical scaling pods into Kubernetes Cluster

317 - Step 2 Horizontal Pod Autoscaler HPA to auto scale pods on a Kubernetes

318 - Why needed Kubernetes EventDriven Autoscaling KEDA instead of Horizontal Pod

319 - Step 3 Kubernetes EventDriven Autoscaling KEDA to auto scale pods on a K8s

320 - Handson Autoscaling Spring Boot Microservices in Kubernetes with Prometheus

26 - Deploy on Cloud Serverless Kubernetes AWS Fargate for EKS Azure Container App

321 - Introduction Deploy on Cloud Serverless Kubernetes AWS Fargate for EKS

322 - Dynatrace Report Kubernetes moved to the cloud in 2022

323 - Datadog Report Serverless Kubernetes grow for all major public clouds

324 - AWS Compute Services AWS App Runner ECS EKS Fargate AWS Lambda

27 - Handson Deploying Microservices on Amazon EKS with Fargate

325 - Handson Deploying Microservices on Amazon EKS Fargate

326 - Step 1 Installing or updating eksctl to interact Kubernetes Cluster on EKS

327 - Step 2 Create an EKS Cluster with Fargate using eksctl

328 - Step 3 Deploy Nginx microservices on EKS Cluster w Fargate using eksctl

329 - Expose Nginx Service on EKS Cluster w Fargate using eksctl

330 - Remember Product Microservice

331 - Step 4 Create an ECR repository and Push Docker Image to Container Registry

332 - Step 5 Deploy Product microservices on EKS Cluster w Fargate using eksctl

333 - AWS Fargate Autoscale Deploy Product microservices on EKS Cluster

334 - Clean Up Resources IMPORTANT

28 - Pillar7 Devops CICD IaC and GitOps

335 - Introduction to Pillar7 Devops CICD IaC and GitOps

336 - 12Factor App and Cloudnative Trial Map Devops CICD

337 - Cloudnative Trial Map Devops and CICD

338 - Devops in Cloudnative Applications DevopsDevSecOps CICD IaC GitOps

339 - What is DevOps How DevOps is Used in CloudNative Microservices

340 - What is DevSecOps Key Aspects of DevSecOps

341 - DevOps Stages Software Development and Deployment Lifecycle

342 - Explore DevOps Tools

343 - What is CICD How CICD used in Cloudnative Microservices

344 - CICD Pipeline Steps for Microservices Deployments

345 - CICD Flow and Tools for Microservices Deployments

346 - Deployment Strategies for Microservices Bluegreen rolling and canary deploy

347 - Explore CICD Pipelines

348 - Explore CICD Pipelines GitHub Actions GitLab CICD Jenkins X CircleCI

349 - What is GitHub Actions

350 - How GitHub Actions work Components of GitHub Actions

351 - Deploy Microservices to Kubernetes with GitHub Actions

352 - Explore Cloud Serverless CICD Pipelines Azure Pipelines AWS CodePipeline

353 - What is IaC How IaC used in Cloudnative Microservices

354 - IaC usage in Cloudnative Microservices

355 - Explore IaC Tools

356 - Explore IaC Tools Terraform Ansible Puppet Chef Pulumi

357 - Explore Terraform Automate infrastructure on any cloud with Terraform

358 - Terraform IaC Steps How Terraform Works

359 - Explore Cloud Serverless IaC Tools AWS CloudFormation SAM CDKAzure Resource

360 - What is GitOps How GitOps used in Cloudnative Microservices

361 - CNCF 2022 Annual Survey Organizations Favor GitOps

362 - Key Principles of GitOps

363 - How GitOps Works Steps of GitOps workflow

364 - GitOps Realworld Use Case Black Friday Sale ECommerce

365 - Explore GitOps Tools

366 - CNCF Survey GitOps Tools Argo and Flux Graduated Projects

367 - Explore GitOps tools ArgoCD Flux Jenkins X Codefresh Tekton

368 - Explore Argo CD GitOps Continuous Delivery Tool for Kubernetes

369 - Argo CD deploy microservices in Kubernetes with CICD

370 - Design CloudNative Ecommerce Microservices with Devops CICD IaC and GitOps

29 - Handson Terraform IaC provision AWS EC2 instance

371 - Handson Terraform IaC provision AWS EC2 instance

372 - Terraform Workflow and Development Loop w Terraform Commands

373 - Step 1 Install and Setup Terraform

374 - Terraform Providers

375 - Step 2 Terraform Develop IaC Write configuration the Desired State

376 - Step 3 Terraform Init Initializing the Working Directory

377 - Step 4 Terraform Plan Validate the resource declaration

378 - Step 5 Terraform Apply Create infrastructure w Applying the Plan

379 - Step 6 Change Infrastructure w Config Changes and Apply Changes

380 - Step 7 Terraform Variables Parameterizing the Configuration w Input Variables

381 - Step 8 Terraform Destroy Destroy Infrastructure

30 - Handson GitHub Actions CICD for Build Push Docker Images to DockerHub

382 - Handson GitHub Actions CICD for Build Push Docker Images to DockerHub

383 - Step 1 Create Repository on GitHub

384 - Step 2 Clone Repository and and push Product microservices codes w Dockerfile

385 - Step 3 Create GitHub Secrets for DockerHub Username and Token

386 - Step 4 Create and Define a GitHub Actions Workflow File

387 - Step 5 Commit Push and Monitor Workflow check DockerHub

388 - Step 6 Change code and commit push to monitor new GitHub Actions workflow

389 - Deploy to Kubernetes cluster with GitHub Actions workflow

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