# Azure Devops Pipelines Conventions

> Best practices for writing Azure DevOps Pipelines in YAML: pipeline structure (stages, jobs, steps, triggers), variables and parameters, template reuse, build optimization, testing integration, deployment strategies (blue-green, canary, rolling), environment promotion, cross-stage outputs (stageDependencies, ##vso task.setvariable), multi-subscription and Bicep deployment patterns, security hardening (Key Vault, managed identities, approval gates), and performance tuning (caching, parallel/matrix jobs). USE FOR: creating, reviewing, modifying, or troubleshooting azure-pipelines.yml, multi-stage YAML pipelines, pipeline templates, Azure DevOps CI/CD conventions, deployment strategies, pipeline security, cross-stage outputs, or variable/template management -- even if the user does not mention "Azure DevOps" by name.

- Skill: `atc-net/azure-devops-pipelines-conventions` (Agent Skill, multi-file: 7 files)
- Install (CLI): `npx skillmds@latest add atc-net/azure-devops-pipelines-conventions`
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- Category: DevOps & Infra
- Author: atc-net (https://skillmd.com/u/atc-net)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/atc-net/azure-devops-pipelines-conventions

---


# Azure DevOps Pipelines YAML Conventions

Follow these conventions when creating or modifying Azure DevOps Pipelines YAML to produce pipelines that are secure, maintainable, and performant.

> **Note:** This skill focuses on YAML pipeline authoring conventions and best practices. For Azure Pipelines service reference documentation, see the `azure-pipelines` skill. For Azure DevOps CLI commands, see the `azure-devops-cli` skill.

## General Guidelines

- Use YAML syntax with 2-space indentation consistently across all pipeline files
- Give every pipeline, stage, job, and step a meaningful `name` or `displayName` so the run UI is easy to scan
- Handle errors explicitly with `condition`, `continueOnError`, and status-check functions (`succeeded()`, `failed()`, `always()`)
- Parameterize with variables and runtime parameters so pipelines are reusable without duplication
- Follow least-privilege for service connections -- grant only the permissions each pipeline actually needs

## Pipeline Structure

### Stages, Jobs, and Steps

- Use **stages** to represent major phases (Build, Test, Deploy-Dev, Deploy-Staging, Deploy-Prod) -- they appear as visual gates in the UI
- Use **jobs** within stages to group related work and enable parallel execution
- Use **steps** for individual tasks within a job
- Define `dependsOn` between stages and jobs to express ordering and fan-in/fan-out patterns
- Use `condition` at every level for conditional execution based on branch, variable, or prior outcome

### Templates and Modularity

- Extract common patterns into **templates** (`stages`, `jobs`, `steps`, `variables`) and reference them with `template:`
- Store shared templates in a dedicated repository and consume via `resources: repositories`
- Use **extends templates** for enforcing organizational standards (required stages, security scans)
- Version templates by branch or tag so consumers can pin to a known-good version

For detailed pipeline structure guidance and examples, see [references/pipeline-structure.md](references/pipeline-structure.md).

## Build Best Practices

- Specify explicit agent pool and VM image versions rather than relying on `latest` -- this prevents surprise breakage when images update
- Cache package manager dependencies (`Cache@2` task) to reduce restore times
- Publish build artifacts with `PublishBuildArtifacts@1` or `PublishPipelineArtifact@1` and set retention policies
- Use build variables for versioning (e.g., `$(Build.BuildId)`, semantic version via a variable or script)
- Include code quality gates: linting, static analysis, security scans -- fail the build on violations
- For IaC pipelines, **validate templates in the build stage** before deployment (e.g., `az bicep build --file main.bicep`) to catch syntax and type errors early

## Testing Integration

- Run unit tests early in the pipeline and publish results in standard formats (JUnit XML, VSTest TRX)
- Use `PublishTestResults@2` with `testResultsFormat` set appropriately
- Collect and publish code coverage with `PublishCodeCoverageResults@2`
- Run integration and E2E tests in dedicated stages after deployment to a test environment
- Set `failTaskOnFailedTests: true` to fail the pipeline on test failures rather than silently continuing

For detailed testing patterns and examples, see [references/testing.md](references/testing.md).

## Security

- Store secrets in **Azure Key Vault** and access them via the `AzureKeyVault@2` task -- never hardcode secrets in YAML
- Use **variable groups** linked to Key Vault for centralized secret management
- Grant service connections the minimum permissions required; prefer **managed identities** over service principals with client secrets
- Integrate security scanning: dependency checking (e.g., OWASP, WhiteSource), static analysis (e.g., SonarQube, Roslyn analyzers)
- Configure **approval gates** and **checks** on environments before production deployments
- Use **branch control** checks on environments to restrict which branches can deploy

For detailed security guidance and Key Vault examples, see [references/security.md](references/security.md).

## Deployment Strategies

- Promote through environments sequentially: dev, staging, production
- Use **deployment jobs** (`deployment:`) with `environment:` targeting for deployment tracking and approvals
- Implement appropriate strategies: `runOnce`, `rolling`, `canary` via the `strategy:` block
- Include health checks and smoke tests after each deployment; roll back automatically on failure
- Manage infrastructure as code (ARM templates, Bicep, Terraform) within the pipeline

For detailed deployment patterns and rollback examples, see [references/deployment.md](references/deployment.md).

## Variable and Parameter Management

- Use **variable groups** for configuration shared across pipelines (connection strings, feature flags)
- Use **runtime parameters** (`parameters:`) to accept input at queue time for flexibility
- Apply `condition` with variable values for conditional logic
- Mark sensitive variables as `isSecret: true` in variable groups or use Key Vault references
- Use **variable templates** to share variable definitions across pipelines without duplication
- Use a dedicated **`variables.yml`** template file for environment-specific values (service connections, subscription IDs, environment names) and import it with `template: variables.yml`

For detailed variable and parameter patterns, see [references/variables-and-parameters.md](references/variables-and-parameters.md).

## Cross-Stage Variable Passing

Passing outputs between stages and jobs is essential for IaC pipelines where deployment outputs (resource names, connection strings) feed into subsequent stages.

### Setting Output Variables

Use `##vso[task.setvariable]` in PowerShell or Bash steps to export dynamic values as pipeline variables:

```yaml
- task: PowerShell@2
  name: bicep_outputs
  displayName: Export deployment outputs
  inputs:
    targetType: inline
    script: |
      ($env:DEPLOYMENT_OUTPUT | ConvertFrom-Json).PSObject.Properties | ForEach-Object {
          Write-Output "##vso[task.setvariable variable=$($_.Name);isOutput=true]$($_.Value.value)"
      }
```

Mark variables with `isOutput=true` to make them accessible from other jobs and stages.

### Reading Cross-Stage Outputs

Use `stageDependencies` to reference outputs from prior stages. The syntax depends on whether the source is a regular job or a deployment job:

```yaml
variables:
  # From a deployment job in a prior stage
  - name: resourceGroupName
    value: $[ stageDependencies.DeployInfra.deploy.outputs['deploy.bicep_outputs.resourceGroupName'] ]

  # From a regular job in a prior stage
  - name: buildVersion
    value: $[ stageDependencies.Build.build.outputs['version.buildVersion'] ]
```

For outputs between jobs within the same stage, use `dependencies` instead of `stageDependencies`:

```yaml
variables:
  - name: keyVaultName
    value: $[ dependencies.setup.outputs['setup.step_name.keyVaultName'] ]
```

### Multi-Subscription Deployment Pattern

For enterprise environments spanning multiple Azure subscriptions, use per-environment service connections and pass subscription-specific parameters through templates:

```yaml
# variables.yml
variables:
  devServiceConnection: 'Platform - DEV - Service Connection'
  prodServiceConnection: 'Platform - PROD - Service Connection'

# azure-pipelines.yml
stages:
  - stage: deploy_dev
    jobs:
      - template: templates/environment.yml
        parameters:
          environment: DEV
          serviceConnection: ${{ variables.devServiceConnection }}
          subscriptionId: ${{ variables.devSubscriptionId }}

  - stage: deploy_prod
    dependsOn: deploy_dev
    jobs:
      - template: templates/environment.yml
        parameters:
          environment: PROD
          serviceConnection: ${{ variables.prodServiceConnection }}
          subscriptionId: ${{ variables.prodSubscriptionId }}
```

## IaC Deployment Patterns

### Bicep Deployment with AzureResourceManagerTemplateDeployment

For deploying Bicep templates at subscription scope with parameter files:

```yaml
- task: AzureResourceManagerTemplateDeployment@3
  displayName: Deploy bicep template
  inputs:
    deploymentName: 'environment-${{ lower(parameters.environment) }}-$(Build.BuildNumber)'
    deploymentScope: Subscription
    deploymentOutputs: DEPLOYMENT_OUTPUT
    azureResourceManagerConnection: ${{ parameters.serviceConnection }}
    subscriptionId: ${{ parameters.subscriptionId }}
    location: ${{ parameters.location }}
    csmFile: $(Pipeline.Workspace)/drop/deploy/bicep/main.bicep
    csmParametersFile: $(Pipeline.Workspace)/drop/deploy/bicep/main.${{ lower(parameters.environment) }}.bicepparam
    overrideParameters: '-location "${{ parameters.location }}" -environment "${{ parameters.environment }}"'
```

Capture outputs with `deploymentOutputs` and export them with `##vso[task.setvariable]` for downstream stages.

### Bicep Module Publishing to ACR

Automate publishing of versioned Bicep modules to Azure Container Registry in a dedicated pipeline stage:

```yaml
- stage: publish_modules
  displayName: Publish IaC bicep modules
  jobs:
    - deployment: deploy
      strategy:
        runOnce:
          deploy:
            steps:
              - task: AzurePowerShell@5
                displayName: Push bicep modules to container registry
                inputs:
                  azureSubscription: ${{ parameters.serviceConnection }}
                  azurePowerShellVersion: latestVersion
                  scriptType: InlineScript
                  inline: |
                    Get-ChildItem -Path "$(modulePath)" -Filter "*.bicep" -Recurse | ForEach-Object {
                        $module = # extract module name and version from filename
                        Publish-AzBicepModule -FilePath $_.FullName -Target "br:$registry/bicep/modules/$module"
                    }
```

## Performance Optimization

- Run independent jobs in **parallel** by not specifying `dependsOn`
- Use **matrix strategies** to test across multiple configurations concurrently
- Cache dependencies and build outputs with `Cache@2`
- Use shallow clone (`fetchDepth: 1`) when full git history is not needed
- Use Docker layer caching for container builds
- Configure **pipeline resource triggers** to chain pipelines efficiently rather than polling

For detailed optimization patterns, see [references/optimization.md](references/optimization.md).

## Branch and Trigger Strategy

- Use `trigger:` for CI on push events; filter by branch and path
- Use `pr:` for pull request validation; include appropriate branch and path filters
- Use `schedules:` for maintenance tasks (nightly builds, dependency updates)
- Use `resources: pipelines:` triggers to chain pipelines (e.g., build completion triggers deployment)
- Disable CI triggers on template-only or documentation-only branches with `trigger: none`

## Example: Multi-Stage Pipeline Structure

```yaml
trigger:
  branches:
    include:
      - main
      - release/*
  paths:
    exclude:
      - docs/*
      - '*.md'

pr:
  branches:
    include:
      - main

parameters:
  - name: deployEnvironment
    displayName: 'Deploy to environment'
    type: string
    default: 'dev'
    values:
      - dev
      - staging
      - production

variables:
  - group: common-settings
  - name: buildConfiguration
    value: 'Release'

stages:
  - stage: Build
    displayName: 'Build and Test'
    jobs:
      - job: BuildJob
        displayName: 'Build Application'
        pool:
          vmImage: 'ubuntu-22.04'
        steps:
          - checkout: self
            fetchDepth: 1

          - task: Cache@2
            displayName: 'Cache NuGet packages'
            inputs:
              key: 'nuget | "$(Agent.OS)" | **/packages.lock.json'
              restoreKeys: |
                nuget | "$(Agent.OS)"
              path: $(Pipeline.Workspace)/.nuget/packages

          - task: DotNetCoreCLI@2
            displayName: 'Restore dependencies'
            inputs:
              command: restore

          - task: DotNetCoreCLI@2
            displayName: 'Build'
            inputs:
              command: build
              arguments: '--configuration $(buildConfiguration) --no-restore'

          - task: DotNetCoreCLI@2
            displayName: 'Run unit tests'
            inputs:
              command: test
              arguments: '--configuration $(buildConfiguration) --no-build --collect:"XPlat Code Coverage"'
              publishTestResults: true

          - task: PublishCodeCoverageResults@2
            displayName: 'Publish code coverage'
            inputs:
              summaryFileLocation: '$(Agent.TempDirectory)/**/coverage.cobertura.xml'

          - task: PublishPipelineArtifact@1
            displayName: 'Publish build artifact'
            inputs:
              targetPath: '$(Build.ArtifactStagingDirectory)'
              artifactName: 'drop'

  - stage: DeployDev
    displayName: 'Deploy to Dev'
    dependsOn: Build
    condition: and(succeeded(), eq('${{ parameters.deployEnvironment }}', 'dev'))
    jobs:
      - deployment: DeployDev
        displayName: 'Deploy to Dev Environment'
        environment: 'dev'
        strategy:
          runOnce:
            deploy:
              steps:
                - task: AzureKeyVault@2
                  displayName: 'Fetch secrets from Key Vault'
                  inputs:
                    azureSubscription: 'dev-service-connection'
                    KeyVaultName: 'kv-myapp-dev'
                    SecretsFilter: '*'

                - task: AzureWebApp@1
                  displayName: 'Deploy to Azure Web App'
                  inputs:
                    azureSubscription: 'dev-service-connection'
                    appName: 'webapp-myapp-dev'
                    package: '$(Pipeline.Workspace)/drop/**/*.zip'

  - stage: DeployProd
    displayName: 'Deploy to Production'
    dependsOn: DeployDev
    condition: and(succeeded(), eq('${{ parameters.deployEnvironment }}', 'production'))
    jobs:
      - deployment: DeployProd
        displayName: 'Deploy to Production'
        environment: 'production'
        strategy:
          runOnce:
            deploy:
              steps:
                - task: AzureKeyVault@2
                  displayName: 'Fetch secrets from Key Vault'
                  inputs:
                    azureSubscription: 'prod-service-connection'
                    KeyVaultName: 'kv-myapp-prod'
                    SecretsFilter: '*'

                - task: AzureWebApp@1
                  displayName: 'Deploy to Azure Web App'
                  inputs:
                    azureSubscription: 'prod-service-connection'
                    appName: 'webapp-myapp-prod'
                    package: '$(Pipeline.Workspace)/drop/**/*.zip'
```

## Anti-Patterns to Avoid

| Anti-Pattern | Why It Is Harmful | Better Approach |
|---|---|---|
| Hardcoded secrets in YAML | Secrets visible in source control; security breach risk | Use variable groups linked to Azure Key Vault |
| Single monolithic pipeline file | Difficult to maintain, test, and reuse across projects | Break into templates for stages, jobs, and steps |
| Using `latest` VM images | Builds break unpredictably when the image updates | Pin to a specific image version (e.g., `ubuntu-22.04`) |
| No `dependsOn` or `condition` | Stages run unconditionally, wasting time and resources | Use `dependsOn` for ordering and `condition` for gating |
| Ignoring test failures (`continueOnError: true`) | Broken code proceeds to deployment; bugs reach production | Set `failTaskOnFailedTests: true`; fail the build on test failures |
| Duplicated steps across pipelines | Maintenance burden; drift between pipeline copies | Extract into step or job templates; share via a templates repo |
| Overly broad service connection permissions | Violates least privilege; larger blast radius if compromised | Scope service connections to specific resource groups and roles |
| No caching of dependencies | Every build re-downloads packages; slow feedback loops | Use `Cache@2` with `hashFiles`-based keys |
| Skipping approval gates for production | Accidental or unauthorized production deployments | Configure environment approvals and branch control checks |
| Deep git clones when not needed | Wastes time and bandwidth fetching full history | Use `fetchDepth: 1` for shallow clones when history is irrelevant |
| Polling for pipeline chaining | Wasteful and slow; adds unnecessary delay | Use `resources: pipelines:` triggers for event-driven chaining |
| No timeout on jobs | Stuck jobs consume agent capacity indefinitely | Set `timeoutInMinutes` on every job |

## Pipeline Review Checklist

Use this checklist when creating or reviewing Azure DevOps Pipeline YAML files.

### General Structure
- [ ] Pipeline has a clear `name` or the file is descriptively named
- [ ] Appropriate `trigger` and `pr` settings with branch and path filters
- [ ] Stages represent logical phases with meaningful `displayName`
- [ ] `dependsOn` correctly expresses ordering between stages and jobs
- [ ] `condition` is used for conditional execution where appropriate

### Build
- [ ] Agent pool uses a pinned VM image version
- [ ] Dependencies are cached with `Cache@2`
- [ ] Build artifacts are published with retention policies
- [ ] Code quality gates (linting, analysis) are included

### Testing
- [ ] Unit tests run and results are published (`PublishTestResults@2`)
- [ ] Code coverage is collected and published
- [ ] `failTaskOnFailedTests: true` is set
- [ ] Integration/E2E tests run in appropriate stages

### Security
- [ ] Secrets come from Key Vault or secret-marked variable groups, not inline
- [ ] Service connections follow least privilege
- [ ] Security scans (dependency, static analysis) are integrated
- [ ] Production environments have approval gates and branch control

### Deployment
- [ ] Deployment jobs use `environment:` for tracking and approvals
- [ ] Strategy (`runOnce`, `rolling`, `canary`) is chosen appropriately
- [ ] Health checks and smoke tests run post-deployment
- [ ] Rollback plan exists and is tested

### Performance
- [ ] Independent jobs run in parallel
- [ ] Matrix strategies are used for multi-configuration testing
- [ ] Shallow clone (`fetchDepth: 1`) is used where full history is not needed
- [ ] `timeoutInMinutes` is set on all jobs

### Templates and Reuse
- [ ] Common patterns are extracted into templates
- [ ] Shared templates are versioned and consumed via `resources: repositories`
- [ ] Variable templates are used for shared configuration