Course 2 of 3: CI/CD for Generative AI Applications ⚒️

Table of Contents Introduction Intro to DevOps Infrastructure As Code (IaC) in DevOps The Hidden Cost of Manual Processes IaC Benefits AWS IaC Tools Overview Code, Build And Test Phases Code Phase Build Phase Test Phase AI Capabilities in DevOps Workflows Testing GenAI Apps Tests in the CI Flow Continuous Integration (CI) Hands-on Labs: Set Up a CI/CD Pipeline Create the CodePipeline Create the CodeDeploy project Adding CodeDeploy to CodePipeline Serverless Deployment Strategies AWS CodeDeploy in Your Pipeline CI/CD for Infrastructure Automate Infra Deployment With CDK in CI/CD Pipeline Monitoring Your Infrastructure Monitor, Log, and Audit With CloudTrail AWS CloudWatch A Powerful Mix: CloudWatch + CloudTrail Monitoring with AWS X-Ray Operating with Confidence Configuration Change Detection with AWS Config AWS Systems Manager Wrapping Up Part Two: The Journey Continues Introduction This is the second blog post in a series of three, where I share my experience studying and earning the