Azure Solution Architect Expert and Azure DevOps Engineer: AZ 900 → AZ 104 → AZ 305 → AZ 400

AZ-900: Microsoft Azure Fundamentals 

Module 1: Cloud Concepts

Cloud Models

• Public, Private, and Hybrid Cloud
• Compare Cloud Models

Cloud Benefits and Considerations

• Benefits of Cloud
• Cloud Consideration

Cloud Services

• IaaS, PaaS, SaaS
• Sharing responsibility

Module 2: Core Azure Services

Azure Architectural Components

• Regions and Availability Zones
• Subscriptions and Resource Groups

Core Azure Resources

• Compute
• Networking
• Storage
• Databases

Module 3: Core Solutions

Core Azure Solutions

• IoT to Azure Sphere
• Synapse Analytics to Databricks
• AI/ML

Azure Management Tools

• Portal, Powershell, CLI, and Others
• Advisor, Monitor, and Service Health

Module 4: Security

Azure Security Features

• Security Center and Resource Hygiene
• Key Vault, Sentinel, and Dedicated Hosts

Azure Network Security

• Defense in Depth
• Network Security Groups and Firewalls
• DDoS Protection

Module 5: Identity, Governance, Privacy, and Compliance

 Azure Identity Services

• Authentication Verses Authorization
• Azure AD, MFA, SSO, and Conditional Access

Azure Governance Features

• RBAC
• Resource locks and Tags
• Policy, Blueprints, and CAF

Azure Privacy and Compliance

• Privacy statements and Online Services Terms
• Trust Center and Compliance Documentation
• Azure sovereign Regions

Module 6: Azure Pricing and Lifecycle

Methods of Managing Costs

• Factors Affecting Costs
• Options to Reduce and Control costs
• Azure Cost Management

Service Level Agreements and Lifecycles

• Azure Service Level Agreement (SLA)
• Factors Impacting SLAs
• Azure Product and Feature Lifecycle

AZ-104: Microsoft Azure Administrator

Module 1: Identity

Azure Active Directory

• Azure Active Directory
• Azure AD Concepts
• AD DS Vs Azure Active Directory
• Azure Active Directory Editions
• Azure AD Joins
• Self-Service Password Reset

Users and Groups

• User Accounts
• Manging User Accounts
• Bulk User Accounts
• Group Accounts
• Managing Multiple Directories

Lab: Users and Groups

Module 2: Governance and Compliance

Subscriptions and Accounts

• Regions
• Azure Subscription
• Getting a Subscription
• Subscription Usage
• Cost Management
• Resource Tags
• Cost Savings

Azure Policy

• Management Groups
• Azure Policy
• Implementing Azure Policy
• Policy Definitions
• Create Initiative Definitions
• Scope the Initiative Definition
• Determine Compliance

Lab: Azure Policy

Role-Based Access Control

• Role-Based Access Control
• Role Definition
• Role Assignment
• Azure RBAC Roles Vs Azure Administrator Roles
• RBAC Authentication
• Azure RBAC Roles

Lab: RBAC Roles

Module 3: Azure Administration

Resource Manager

• Resource Manager
• Terminology
• Resource Group Deployments
• Resource Manager Locks
• Moving Resources
• Removing Resources and Resource Groups
• Resource Limits

Lab: Resource Groups

Azure Portal and Cloud Shell

• Azure Portal
• Power Shell

Lab: Azure Portal, Power Shell

Azure Power shell and CLI

• Azure Power Shell
• Power Shell Cmdlets and Modules
• Azure CLI

Lab: Working with PowerShell and Azure CLI locally

ARM Templates

• Template Advantages
• Template Schema
• Template Parameters
• QuickStart Templates

Lab: 1. QuickStart Templates
        2. Run Templates with Power Shell

Module 4: Virtual Networking

Virtual Networks

• Azure Networking Components
• Virtual Networks
• Subnets
• Implementing Virtual Networks

Lab: Creating Virtual Networks

IP Addressing

• IP Addressing
• Creating IP Addresses
• Public IP Addresses
• Private IP Addresses

Network Security Groups (NSG)

• NSG Rules
• NSG Effective Rules
• Creating NSG Rules

Lab: NSG

Azure Firewall

• Azure Firewall
• Implementing Firewalls
• Firewall Rules

Azure DNS

• Domains and Custom Domains
• Verifying Custom Domain Names
• Azure DNS Zones
• DNS Delegation
• DNS Record Sets
• DNS for Private Domains
• Private Zone Scenarios

Lab: DNS Name Resolution

Module 5: Intersite Connectivity

Vnet Peering

• Gateway transit and Connectivity
• Configure Vnet Peering
• Service Chaining

Lab: Vnet Peering

VPN Gateway Connections

• Implement Site-to-Site VPN Connection
• Create the Gateway Subnet
• VPN Gateway Configuration
• VPN Gateway Types
• VPN Gateway and SKU Generation
• Create the Local Network Gateway
• Configure the On-premises VPN Devices
• Create the VPN Connection
• High Availability Scenarios

Lab: VPN Gateway

ExpressRoute and Virtual WAN

• ExpressRoute
• ExpressRoute Capabilities
• Co-Existing Site-to-Site and ExpressRoute
• Intersite Connection Comparisons
• Virtual WANs

Module 6: Network Traffic Management

Network Routing and Endpoints

• System Routes
• User Defined Routes
• Routing Examples
• Create a Routing Table
• Create a Custom Route
• Associate the Route Table
• Service Endpoints
• Service Endpoint Services
• Private Link

Lab: Custom Routing Tables

Azure Load Balancer

• Public Load Balancer
• Internal Load Balancer
• Load Balancer SKUs
• Backend Pools
• Load Balancer Rules
• Session Persistence
• Health Probs

Azure Application Gateway

• Application Gateway
• Application Gateway Routing
• Application Gateway Configuration

Module 7: Azure Storage

Storage Accounts

• Azure Storage Services
• Storage Accounts Kinds
• Replication Strategies
• Accessing Storage
• Securing Storage Endpoints

Lab: Securing Storage Endpoints

Blob Storage

• Blob Containers
• Blob Access Tires
• Blob Lifecycle Management
• Uploading Blobs
• Storage Pricing

Lab: Blob Storage

Storage Security

• Shared Access Signatures
• URI and SAS Parameters
• Storage Service Encryption
• Customer-Managed Keys
• Storage Security Best Practices

Lab: SAS (Portal)

Azure Files and File Sync

• Files Vs Blobs
• Managing File Shares
• File Share Snapshots
• Azure File Sync
• Azure File Sync Components
• File Sync Steps

Lab: File Shares

Managing Storage

• Storage Explorer
• Import and Export Service
• AzCopy

Lab: Storage Explorer, AzCopy

Module 8: Azure Virtual Machines

Virtual Machine Planning

• IaaS Cloud Services
• Planning Checklist
• Location and Pricing
• Virtual Machine Sizing
• Virtual Machine Disks
• Storage Options
• Supported Operating Systems
• Virtual Machine Connections

Creating Virtual Machines

•  Creating a Virtual Machine in the Portal
• Windows Virtual Machines
• Linux Virtual Machines
• Windows VM Connections
• Linux VM Connections

Lab: 1. Creating a VM in Portal
        2. Connect to Linux Virtual Machine

Virtual Machine Availability

• Maintenance and Downtime
• Availability Sets
• Update and Fault Domains
• Availability Zones
• Scale Sets
• Scaling Concepts
• Implementing Scale Sets
• Autoscale
• Implementing Autoscale

Virtual Machine Extensions

• Virtual Machine Extensions
• Custom Script Extensions
• Desired State Configuration

Lab: Custom Script Extensions

Module 9: Serverless Computing

Azure App Service Plans

• Azure App Service Plans
• App Service Plan Pricing Tires
• App Service Plan Scaling
• AppService Plan Scale-Out

Lab: Create App Service Plan

Managing App Services

• Azure App Service
• Creating an App Service
• Continuous Deployment
• Deployment Slots
• Creating Deployment Slots
• Securing an App service
• Custom Domain Names
• Backup an App Service
• Application Insights

Lab: Create an App Service

Container Services

• Containers Vs Virtual Machine
• Azure Container Instances
• Container Groups
• Docker

Azure Kubernetes Services (AKS)

• AKS Terminology
• AKS Cluster and Nodes
• AKS Networking
• AKS Storage
• AKS Security
• AKS and Azure Active Directory
• AKS Scaling
• AKS Scaling to ACI
• Virtual Kubelet

Lab: Deploy Azure Kubernetes Service

Module 10: Data Protection

File and Folder Backups

• Azure Backups
• Recovery Service Vault Backup Options
• Implementing On-premises File and Folder Backups
• Microsoft Azure Recovery Services Agent

Lab: Backup files and Folders

Virtual Machine Backups

• Virtual Machine Data Protection
• Workload Protection Needs
• Virtual Machine Snapshots
• Recovery Services Vault VM Backup Options
• Implementing VM Backups
• Implementing VM Restore
• Azure Backup Server
• Backup Component Comparison
• Soft Delete
• Azure Site Recovery
• Azure to Azure Architecture

Module 11: Monitoring

Azure Monitor

• Azure Monitor service
• Key Capabilities
• Monitoring Data Platform
• Log Data
• Data types
• Activity Log
• Query the Activity Log

Azure Alerts

• Azure Monitor alerts
• Creating Alert Rules
• Action Groups

Labs: Alerts

Log Analytics

• Log Analytics
• Creating a Workspace
• Connected Sources
• Data Sources
• Log Analytics Querying
• Query Language Syntax

Lab: Log Analytics

Network Watcher

• Network Watcher Diagnostics
• Diagnostics – IP Flow Verify
• Diagnostics – Next Hop
• Diagnostics – Effective Security Rules
• Diagnostics – VPN Troubleshoot
• Diagnostics – Packet Captures
• Diagnostics – Connection Troubleshoot
• Logs – NSG Flow Logs
• Monitoring - Topology

AZ-305: Designing Microsoft Azure Infrastructure Solutions

Module 1:  Design a governance solution

• Design for governance
• Design for management groups
• Design for Azure subscriptions
• Design for resource groups
• Design for resource tagging
• Design for Azure Policy and RBAC
• Design with Azure Blueprints

Module 2:  Design a compute solution

• Choose a compute service
• Design for Azure virtual machine solutions
• Design for Azure Batch solutions
• Design for Azure App Services solutions
• Design for Azure Container Instances solutions
• Design for Azure Kubernetes Service solutions
• Design for Azure Function solutions
• Design for Azure Logic App solutions

Module 3:  Design a non-relational data storage solution

• Design for data storage
• Design for Azure storage accounts
• Design for data redundancy
• Design for Azure blob storage
• Design for Azure files
• Design an Azure disk solutions
• Design for storage security

Module 4:  Design a data storage solution for relational data

• Design for data storage
• Design for Azure SQL databases
• Recommend a solution for database scalability
• Recommend a solution for database availability
• Design security for data at rest, data in transmission, and data in use
• Design for Azure SQL Edge
• Design for Azure Cosmos DB and tables

Module 5:  Design a data integration solution

• Design a data integration solution with Azure Data Factory
• Design a data integration solution with Azure Data Lake
• Design a data integration and analytics solution with Azure Databricks
• Design a data integration and analytics solution with Azure Synapse Analytics
• Design a strategy for hot/warm/cold data path
• Design Azure Stream Analytics solution for Data Analysis

Module 6:  Design an application architecture solution

• Describe message and event scenarios
• Design a messaging solution
• Design an event solution (Event Hub and Event Grid)
• Design an application automation solution
• Design application lifecycle
• Case study

Module 7:  Design Authentication and Authorization Solutions

• Design for identity and access management
• Design for Azure Active Directory
• Design for Azure Active Directory B2B
• Design for Azure Active Directory B2C
• Design for conditional access
• Design for identity protection
• Design for access reviews
• Design service principals for applications
• Design for Azure key vault
• Case study

Module 8:  Design a solution to log and monitor Azure resources

• Design for Azure Monitor data sources
• Design for Log Analytics
• Design for Azure workbooks and Azure Insights
• Design for Azure Data Explorer

Module 9:  Design a network infrastructure  solution

• Recommend a network architecture solution based on workload requirements
• Design for on-premises connectivity to Azure virtual networks
• Design for Azure network connectivity services
• Design for application delivery services
• Design for application protection services 

Module 10:  Design a business continuity solution

• Design for backup and recovery
• Design for Azure Backup
• Design for Azure blob backup and recovery
• Design for Azure Files backup and recovery
• Design for Azure virtual machine backup and recovery
• Design for Azure SQL backup and recovery
• Design for Azure Site Recovery
• Case study

Module 11: Design a migration solution

• Evaluate migration with the Cloud Adoption Framework
• Describe the Azure Migration Framework
• Assess your workloads
• Compare migration tools
• Migrate your databases
• Select an online storage migration tool
• Select an offline storage migration tool

AZ-400: Designing and Implementing Microsoft DevOps Solutions

Module 1: Planning for DevOps

Transformation Planning

• What is DevOps?
• The DevOps journey
• Separating transformation teams
• Defining shared goals
• Setting timelines for goals

Project selection

• Greenfield and brownfield projects defined
• Choosing greenfield and brownfield projects     
• Choosing systems of record versus systems of engagement
• Selecting groups to minimize initial resistance
• Identifying project metrics and Key Performance Indicators (KPIs)

Team structures

• Agile development practices defined
• Principles of agile development
• Creating organizational structures for agile practices
• Ideal DevOps team members
• Mentoring team members on agile practices
• Enabling in-team and cross-team collaboration
• Selecting tools and processes for agile practices

Migrating to DevOps

• What can Azure DevOps do?
• What can GitHub do?
• Designing an authorization and access strategy for Azure DevOps
• Migrating or integrating existing work management tools
• Migrating or integrating existing test management tools
• Designing a license management strategy

Lab: Agile planning and portfolio management with Azure Boards

Module 2: Getting Started with Source Control

Source control

• Introduction to source control
• Foundational practices of DevOps
• Best practices for source control

Types of source control systems

• Centralized source control
• Distributed source control
• Git and TFVC

Lab: Working with Git Locally

Introduction to Azure Repos

• Azure Repos

Introduction to GitHub

• What is GitHub?
• Linking GitHub to Azure Boards

Lab: Version controlling with Git in Azure Repos

Module 3: Managing Technical Debt

Identifying technical debt

•  Code quality defined
• Complexity metrics
• Measuring and managing quality metrics
• Technical debt defined
• Sources and impacts of technical debt
• Using automated testing to measure technical debt
• Measuring and managing technical debt
• Integrating other code quality tools

Knowledge sharing within teams

• Sharing acquired knowledge within development teams
• Azure DevOps project wikis
• Wiki contents

Modernizing development environments with GitHub Codespaces

• Developing online with GitHub Codespaces

Lab: Sharing team knowledge using Azure project wikis

Module 4: Working with Git for Enterprise DevOps

Git branching workflows

• Branching workflow types
• Feature branch workflow
• GitFlow branch workflow
• Forking workflow

Collaborating with pull requests

• Git Hub mobile for pull request approvals
• Fostering inner source
• Implementing the forking workflow

Managing Git Repositories

• Working with large repositories
• Purging repository data

Lab: Version controlling with Git in Azure Repos

Module 5: Configuring Azure Pipelines

The concept of pipelines in DevOps

• The concept of pipelines in DevOps
• Azure Pipelines
• Azure Pipelines key terms

Evaluate the use of Microsoft-hosted vs self-hosted agents

• Microsoft-hosted versus self-hosted agents
• Job types

Agent pools

• Agent pools
• Predefined agent pool – Azure pipelines
• Typical situations for agent pools
• Security of agent pools

Pipelines and concurrency

• Parallel jobs
• Estimating parallel jobs

Azure Pipelines YAML versus Visual Designer

• Azure Pipelines and Visual Designer
• Azure Pipelines and YAML

Lab: Configuring Agent Pools and Understanding Pipeline Styles

Module 6: Implementing Continuous Integration using Azure Pipelines

Continuous integration overview

• Introduction to continuous integration
• The four pillars of continuous integration
• Benefits of continuous integration
• Build number formatting and build status
• Authorization and timeouts, and badges

Implementing a build strategy

• Configuring agent demands
• Implementing multi-agent builds
• Discussion: build-related tooling

Integrate with Azure Pipelines

• Anatomy of a pipeline
• Pipeline structure
• Templates
• YAML resources
• Using multiple repositories in your pipeline
• Source control types supported by Azure Pipelines

Set up self-hosted agents

• Communication with Azure Pipelines
• Communication to deploy to target servers

Lab: 1. Enabling continuous integration with Azure Pipelines

        2. Integrating external source control with Azure Pipelines

Module 7: Managing Application Configuration and Secrets

Security

• Introduction to Security
• SQL injection attack

Implement a secure development process

• Threat modeling
• Key validation points
• Continuous integration

Rethinking application configuration data

• Rethinking application config data
• Separation of concerns
• External configuration store patterns
• Integrating Azure Key Vault with Azure Pipeline

Manage secrets, tokens, and certificates

• Manage secrets, tokens, and certificates
• DevOps inner and outer loop

Integrating with identity management systems

• Integrating GitHub with single sign-on (SSO)
• Service principals
• Managed service identities

Implementing application configuration

• Azure App configuration service
• Key-value pairs
• App configuration feature management

Lab: Integrating Azure Key Vault with Azure DevOps

Module 8: Implementing Continuous Integration with GitHub Actions

GitHub Actions

• Actions
• Actions flow
• Workflows
• Standard workflow syntax elements
• Events, Jobs, Runners
• Console output from actions
• Release management for actions
• Testing an action

Continuous integration with GitHub Actions

• Continuous integration with actions
• Environment variables
• Passing artifacts between jobs
• Workflow badges
• Marking releases with Git tags

Securing secrets for GitHub Actions

• Creating encrypted secrets
• Using secrets in a workflow

Lab: Implementing GitHub Actions by using DevOps Starter

Module 9: Designing and Implementing a Dependency Management Strategy

Packaging dependencies

• Dependency management
• Elements of a dependency management strategy
• Identifying dependencies
• Source and package componentization
• Decompose your system
• Scanning your codebase for dependencies

Package management

• Packages
• Package feeds
• Package feed managers
• Common public package sources
• Self-hosted and SaaS-based package sources
• Consuming packages
• Azure Artifacts
• Publishing packages

Migrating and consolidating artifacts

• Identifying existing artifact repositories

Package security

• Securing access to package feeds
• Roles, Permissions, Authentication

Implement a versioning strategy

• Introduction to versioning
• Versioning of artifacts
• Semantic versioning
• Release views
• Promoting packages

Lab: Package management with Azure Artifacts

Module 10: Designing a Release Strategy

Introduction to continuous delivery

• Traditional IT development cycle
• Moving to continuous delivery
• Continuous delivery
• Releases and deployments

Release strategy recommendations

• Release pipelines
• Artifact sources
• Considerations for choosing the appropriate artifact source
• Considerations for deployment to stages
• Delivery cadence – three types of triggers
• Release approvals

Building a high-quality release pipeline

• Release process versus release 
• How to measure the quality of your release process
• Using release gates to protect the quality
• Release notes and documentation 

Choosing the right release management tool

• Considerations for choosing release management tools
• Common release management tools 

Lab: 1. Controlling deployments using Release Gates

2. Creating a release dashboard

Module 11: Implementing Continuous Deployment using Azure Pipelines

Create a release pipeline

• Azure DevOps release pipelines
• Build and release tasks
• Release jobs
• Multi-configuration and multi-agent

Provision and configure environments

• Provision and configure target environments

Manage and modularize tasks and templates

• Task groups
• Variables in release pipelines
• Variable groups
• Custom build/release tasks

Configure automated integration and functional test automation

• Configure automated integration and functional test automation
• Setting up test infrastructure
• Setting up and running availability tests

Automate inspection of health

• Automate inspection of health
• Events, subscriptions, and notifications
• Service hooks

Lab: 1. Configuring pipelines as code with YAML

2.   Setting up and running functional tests

Module 12: Implementing an Appropriate Deployment Pattern

Deployment patterns

• Introduction to continuous delivery and continuous deployment
• Microservices architecture
• Classical deployment patterns
• Modern deployment patterns

Implement blue-green deployment

• Blue-green deployment
• Deployment slots    

Feature toggles

• Introduction to feature toggles
• Feature toggle maintenance

Canary releases

• Canary releases
• Traffic manager
• Dark launching
• A/B testing

Progressive exposure deployment

• CI/CD with deployment rings

Lab: Feature flag management with Launch Darkly and Azure DevOps

Module 13: Managing Infrastructure and Configuration using Azure Tools

Infrastructure as code and configuration management

• Environment deployment
• Environment configuration
• Imperative versus declarative configuration
• Idempotent configuration

Create Azure resources using ARM templates

• Use ARM templates
• Template components
• Manage dependencies
• Modularize templates
• Managing secrets in templates

Create Azure resources using Azure CLI

• Azure CLI
• Working with Azure CLI

Azure Automation with DevOps

• Azure Automation
• Automation accounts
• Runbook
• Automation shared resources
• Runbook Gallery, Webhooks
• Source control integration
• Creating a workflow
• Checkpoint and parallel processing

Desired State Configuration (DSC)

• Configuration drift
• Desired State Configuration (DSC)
• Azure Automation State Configuration
• DSC configuration file
• Hybrid management
• DSC and Linux Automation on Azure

Lab: Deployments using Azure Resource Manager templates

Module 14: Third-party Infrastructure as Code Tools Available with Azure

Chef

• Chef Automate
• Chef Cookbooks
• Chef Knife Command

Puppet

• Deploying Puppet in Azure
• Manifest files

Ansible

• Ansible workflow
• Ansible components
• Installing Ansible
• Ansible on Azure
• Playbook structure

Terraform

• Terraform components
• Terraform on Azure
• Installing Terraform
• Terraform config file structure

Lab: 1. Ansible with Azure

2. Automating infrastructure deployments in the cloud with Terraform and Azure Pipelines

Module 15: Managing Containers using Docker

Implementing a container build strategy

• Containers
• Structure of containers
• Docker containers and development
• Working with Docker containers
• Microservices and containers
• Docker container registries
• Dockerfile core concepts

Implementing Docker multi-stage builds

• Multiple stages builds
• Multi-stage Dockerfiles     
• Considerations for multiple stages builds

Lab: Deploying Docker containers to Azure App Service web apps

Module 16: Creating and Managing Kubernetes Service Infrastructure

Azure Kubernetes Service

• Kubernetes overview
• Azure Kubernetes Service
• AKS architectural components
• Kubernetes networking
• Ingress controllers
• Deployment units
• Continuous deployment

Kubernetes tooling

• Kubectl
• Helm
• Kubernetes extension for Visual Studio Code

Integrating AKS with pipelines

• Kubernetes and Azure Key Vault
• Readiness, startup, and liveness probes

Lab: Deploying a multi-container application to Azure Kubernetes Services

Module 17: Implementing Feedback for Development Teams

Implement tools to track system usage, feature usage, and flow

• Introduction to continuous monitoring
• Azure Log Analytics
• Kusto Query Language (KQL)
• Application Insights

Implement routing for mobile application crash report data

• App Center Diagnostics
• Configure alerts
• Create a bug tracker

Develop monitoring and status dashboards

• Power BI
• Grafana
• IT Service Management Connector

Lab: Monitoring application performance with Application Insights

Module 18: Implementing System Feedback Mechanisms

Site reliability engineering

• site reliability engineering

Design practices to measure end-user satisfaction

• Capturing end-user satisfaction
• Capturing feedback in product
• Feedback from product roadmap
• Twitter sentiment release gate

Design processes to automate application analytics

• Rapid responses and augmented search
• Integrating telemetry
• Recommending monitoring tools and technologies

Managing alerts

• When would I get a notification?
• How do I fix it?
• Smart detection notifications
• How can I improve performance?
• Reducing meaningless and non-actionable alerts

Lab: Integration between Azure DevOps and Microsoft Teams

Module 19: Implementing Security in DevOps Projects

Security in the pipeline

• rugged DevOps
• Rugged DevOps pipeline
• Software composition analysis (SCA)
• WhiteSource integration with Azure DevOps pipeline
• Micro Focus Fortify integration with Azure Pipelines
• Checkmarx integration with Azure DevOps
• Veracode integration with Azure DevOps
• Implementing pipeline security
• Secure DevOps Kit for Azure (AzSK)

Azure Security Center

• Azure Security Center usage scenarios
• Azure Policy
• Resource locks
• Azure Blueprints
• Azure Advanced Threat Protection (ATP)

Lab: Implement security and compliance in Azure DevOps Pipelines

Module 20: Validating Code Bases for Compliance

Open-source software

• How software is built
• open-source software
• Corporate concerns with open-source software components
• Open-source licenses
• License implications and ratings

Managing security and compliance policies

• Inspecting and validating code bases for compliance
• Planning to implement OWASP Secure Coding Practices

Integrating license and vulnerability scans

• Implement continuous security validation
• OWASP ZAP penetration testing
• OWASP ZAP results and bugs
• Tools for assessing package security and license rating
• SonarCloud
• Interpret alerts from scanning tools
• CodeQL in GitHub
• GitHub Dependabot alerts and security updates

Lab: Managing technical debt with SonarQube and Azure DevOps