diff --git a/iac/ql/lib/codeql/iac/azure/Pipelines.qll b/iac/ql/lib/codeql/iac/azure/Pipelines.qll
index 1a7269b3679b..50a7ac09b050 100644
--- a/iac/ql/lib/codeql/iac/azure/Pipelines.qll
+++ b/iac/ql/lib/codeql/iac/azure/Pipelines.qll
@@ -2,22 +2,60 @@ private import codeql.iac.YAML
 private import codeql.files.FileSystem
 
 module AzurePipelines {
+  private predicate hasPipelineBaseName(YamlDocument doc) {
+    doc.getFile().getBaseName() = ["azure-pipelines.yml", "azure-pipelines.yaml"]
+  }
+
+  private predicate hasPipelineShape(YamlMapping doc) {
+    exists(doc.lookup("steps")) or
+    exists(doc.lookup("jobs")) or
+    exists(doc.lookup("stages")) or
+    exists(doc.lookup("extends"))
+  }
+
   /**
-   * Azure DevOps Pipeline file.
+   * Holds if `doc` is a GitHub Actions workflow rather than an Azure DevOps
+   * pipeline.
+   *
+   * GitHub Actions workflows live under `.github/workflows/` and are required
+   * to declare an `on:` trigger, whereas Azure DevOps pipelines are triggered
+   * with `trigger:`/`pr:` and never use a top-level `on:` key. Both formats
+   * share `jobs:`/`steps:` keys, so without this exclusion a workflow would be
+   * misclassified as a pipeline by `hasPipelineShape`.
+   */
+  private predicate isGitHubActionsWorkflow(YamlDocument doc) {
+    doc.getFile().getRelativePath().matches("%.github/workflows/%")
+    or
+    exists(doc.(YamlMapping).lookup("on"))
+  }
+
+  /**
+   * Azure DevOps Pipeline file or referenced template.
    */
   class Document extends YamlNode, YamlDocument, YamlMapping {
     Document() {
-      // Check the filename
-      this.getFile().getBaseName() = ["azure-pipelines.yml", "azure-pipelines.yaml"]
+      this.getFile().getExtension() = ["yml", "yaml"] and
+      (hasPipelineBaseName(this) or hasPipelineShape(this)) and
+      not isGitHubActionsWorkflow(this)
     }
 
     override string toString() { result = "Azure DevOps Pipeline" }
 
+    /**
+     * Gets a top-level trigger-like entry.
+     */
+    YamlValue getTrigger(string name) { result = this.lookup(name) }
+
     /**
      * Get the pipeline pool.
      */
     Pool getPool() { result = this.lookup("pool") }
 
+    /**
+     * Gets the pipeline parameters.
+     */
+    Parameter getParameters() { result = this.lookup("parameters").getAChild() }
+
     /**
      * Get the pipeline variables.
      */
@@ -35,7 +73,31 @@ module AzurePipelines {
     /**
      * Get the pipeline steps.
      */
-    Step getSteps() { result = this.lookup("steps").getAChild() }
+    Step getSteps() { result.getEnclosingDocument() = this }
+
+    /**
+     * Gets the pipeline stages.
+     */
+    Stage getStages() { result = this.lookup("stages").getAChild() }
+
+    /**
+     * Gets the pipeline jobs.
+     */
+    Job getJobs() {
+      result = this.lookup("jobs").getAChild()
+      or
+      result = this.getStages().getJobs()
+    }
+
+    /**
+     * Gets the pipeline repository resources.
+     */
+    RepositoryResource getRepositoryResources() { result.getEnclosingDocument() = this }
+
+    /**
+     * Gets the pipeline resources.
+     */
+    PipelineResource getPipelineResources() { result.getEnclosingDocument() = this }
 
     /**
      * Get the pipeline task steps.
@@ -48,15 +110,114 @@ module AzurePipelines {
     Script getScriptSteps() { result = this.getSteps().(Script) }
   }
 
+  /**
+   * Azure DevOps Pipeline parameter.
+   */
+  class Parameter extends YamlNode, YamlMapping {
+    Parameter() { exists(Document document | document.lookup("parameters").getChild(_) = this) }
+
+    override string toString() { result = "Parameter '" + this.getName() + "'" }
+
+    /**
+     * Gets the parameter name.
+     */
+    string getName() { result = yamlToString(this.lookup("name")) }
+
+    /**
+     * Gets the parameter type.
+     */
+    string getType() { result = yamlToString(this.lookup("type")) }
+
+    /**
+     * Gets the parameter default value.
+     */
+    YamlValue getDefault() { result = this.lookup("default") }
+
+    /**
+     * Gets an allowed value for the parameter.
+     */
+    YamlValue getAllowedValue() { result = this.lookup("values").getAChild() }
+  }
+
+  /**
+   * Azure DevOps Pipeline stage.
+   */
+  class Stage extends YamlNode, YamlMapping {
+    Stage() { exists(Document document | document.lookup("stages").getAChildNode() = this) }
+
+    override string toString() { result = "Stage '" + this.getName() + "'" }
+
+    /**
+     * Gets the stage name.
+     */
+    string getName() { result = yamlToString(this.lookup("stage")) }
+
+    /**
+     * Gets a job in the stage.
+     */
+    Job getJobs() { result = this.lookup("jobs").getAChild() }
+
+    /**
+     * Gets the stage condition.
+     */
+    YamlValue getCondition() { result = this.lookup("condition") }
+  }
+
+  /**
+   * Azure DevOps Pipeline job.
+   */
+  class Job extends YamlNode, YamlMapping {
+    Job() {
+      exists(Document document | document.lookup("jobs").getAChildNode() = this)
+      or
+      exists(Stage stage | stage.lookup("jobs").getAChildNode() = this)
+    }
+
+    override string toString() { result = "Job '" + this.getName() + "'" }
+
+    /**
+     * Gets the job name.
+     */
+    string getName() {
+      result = yamlToString(this.lookup("job"))
+      or
+      result = yamlToString(this.lookup("deployment"))
+    }
+
+    /**
+     * Gets the job pool.
+     */
+    Pool getPool() { result = this.lookup("pool") }
+
+    /**
+     * Gets a step in the job.
+     */
+    Step getSteps() { result = this.lookup("steps").getAChild() }
+
+    /**
+     * Gets the job condition.
+     */
+    YamlValue getCondition() { result = this.lookup("condition") }
+  }
+
+  /**
+   * Azure DevOps Pipeline deployment job.
+   */
+  class DeploymentJob extends Job {
+    DeploymentJob() { exists(this.lookup("deployment")) }
+  }
+
   /**
    * Azure DevOps Pipeline pool.
    *
    * https://learn.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pool
    */
   class Pool extends YamlNode, YamlMapping {
-    private Document pipeline;
-
-    Pool() { pipeline.lookup("pool") = this }
+    Pool() {
+      exists(Document document | document.lookup("pool") = this)
+      or
+      exists(Job job | job.lookup("pool") = this)
+    }
 
     /**
      * Get the pool name.
@@ -80,9 +241,13 @@ module AzurePipelines {
    * https://learn.microsoft.com/en-us/azure/devops/pipelines/process/variables
    */
   class Variable extends YamlNode, YamlMapping {
-    private Document document;
-
-    Variable() { document.lookup("variables").getChild(_) = this }
+    Variable() {
+      exists(Document document | document.lookup("variables").getChild(_) = this)
+      or
+      exists(Stage stage | stage.lookup("variables").getChild(_) = this)
+      or
+      exists(Job job | job.lookup("variables").getChild(_) = this)
+    }
 
     override string toString() { result = "Variable '" + this.getName() + "'" }
 
@@ -103,12 +268,23 @@ module AzurePipelines {
    * https://learn.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/steps
    */
   class Step extends YamlNode, YamlMapping {
-    private Document pipeline;
-
-    Step() { pipeline.lookup("steps").getAChildNode() = this }
+    Step() {
+      exists(Document document | document.lookup("steps").getAChildNode() = this)
+      or
+      exists(Job job | job.lookup("steps").getAChildNode() = this)
+    }
 
     override string toString() { result = "Azure DevOps Pipeline step" }
 
+    /**
+     * Gets the enclosing Azure DevOps Pipeline document.
+     */
+    Document getEnclosingDocument() {
+      exists(Document document | document.lookup("steps").getAChildNode() = this | result = document)
+      or
+      exists(Document document | this.getFile() = document.getFile() | result = document)
+    }
+
     /**
      * Get the step display name.
      */
@@ -121,6 +297,16 @@ module AzurePipelines {
       exists(this.lookup("task")) and result = "task"
       or
       exists(this.lookup("script")) and result = "script"
+      or
+      exists(this.lookup("bash")) and result = "bash"
+      or
+      exists(this.lookup("powershell")) and result = "powershell"
+      or
+      exists(this.lookup("pwsh")) and result = "pwsh"
+      or
+      exists(this.lookup("checkout")) and result = "checkout"
+      or
+      exists(this.lookup("template")) and result = "template"
     }
   }
 
@@ -148,6 +334,123 @@ module AzurePipelines {
    * Azure DevOps Pipeline script step.
    */
   class Script extends Step {
-    Script() { this.getType() = "script" }
+    Script() { this.getType() = ["script", "bash", "powershell", "pwsh"] }
+
+    /**
+     * Gets the script step kind.
+     */
+    string getScriptKind() { result = this.getType() }
+
+    /**
+     * Gets the inline script content.
+     */
+    YamlValue getScriptContent() { result = this.lookup(this.getScriptKind()) }
+  }
+
+  /**
+   * Azure DevOps Pipeline checkout step.
+   */
+  class Checkout extends Step {
+    Checkout() { this.getType() = "checkout" }
+
+    /**
+     * Gets the checkout target.
+     */
+    string getRepository() { result = yamlToString(this.lookup("checkout")) }
+
+    /**
+     * Gets the persistCredentials setting.
+     */
+    YamlValue getPersistCredentials() { result = this.lookup("persistCredentials") }
+  }
+
+  /**
+   * Azure DevOps Pipeline template step.
+   */
+  class TemplateStep extends Step {
+    TemplateStep() { this.getType() = "template" }
+
+    /**
+     * Gets the referenced template path.
+     */
+    string getTemplate() { result = yamlToString(this.lookup("template")) }
+  }
+
+  /**
+   * Azure DevOps repository resource.
+   */
+  class RepositoryResource extends YamlNode, YamlMapping {
+    RepositoryResource() {
+      exists(Document document |
+        document.lookup("resources").(YamlMapping).lookup("repositories").getAChildNode() = this
+      )
+    }
+
+    override string toString() { result = "Repository resource '" + this.getAlias() + "'" }
+
+    /**
+     * Gets the enclosing Azure DevOps Pipeline document.
+     */
+    Document getEnclosingDocument() {
+      exists(Document document |
+        document.lookup("resources").(YamlMapping).lookup("repositories").getAChildNode() = this
+      |
+        result = document
+      )
+    }
+
+    /**
+     * Gets the resource alias.
+     */
+    string getAlias() { result = yamlToString(this.lookup("repository")) }
+
+    /**
+     * Gets the repository name.
+     */
+    string getName() { result = yamlToString(this.lookup("name")) }
+
+    /**
+     * Gets the referenced revision.
+     */
+    string getRef() { result = yamlToString(this.lookup("ref")) }
+  }
+
+  /**
+   * Azure DevOps pipeline resource.
+   */
+  class PipelineResource extends YamlNode, YamlMapping {
+    PipelineResource() {
+      exists(Document document |
+        document.lookup("resources").(YamlMapping).lookup("pipelines").getAChildNode() = this
+      )
+    }
+
+    override string toString() { result = "Pipeline resource '" + this.getAlias() + "'" }
+
+    /**
+     * Gets the enclosing Azure DevOps Pipeline document.
+     */
+    Document getEnclosingDocument() {
+      exists(Document document |
+        document.lookup("resources").(YamlMapping).lookup("pipelines").getAChildNode() = this
+      |
+        result = document
+      )
+    }
+
+    /**
+     * Gets the resource alias.
+     */
+    string getAlias() { result = yamlToString(this.lookup("pipeline")) }
+
+    /**
+     * Gets the source pipeline.
+     */
+    string getSource() { result = yamlToString(this.lookup("source")) }
+
+    /**
+     * Gets the branch selector.
+     */
+    string getBranch() { result = yamlToString(this.lookup("branch")) }
   }
 }
diff --git a/iac/ql/test/library-tests/azure/pipelines/AST.expected b/iac/ql/test/library-tests/azure/pipelines/AST.expected
index f6c44af8a897..4044767857e3 100644
--- a/iac/ql/test/library-tests/azure/pipelines/AST.expected
+++ b/iac/ql/test/library-tests/azure/pipelines/AST.expected
@@ -1,15 +1,46 @@
 adopipeline
-| azure-pipelines.yml:1:1:33:26 | Azure DevOps Pipeline |
+| azure-pipelines.yml:1:1:85:38 | Azure DevOps Pipeline |
+| build-template.yml:1:1:11:33 | Azure DevOps Pipeline |
+adopipelineParameter
+| azure-pipelines.yml:8:5:13:13 | Parameter 'target' |
+| build-template.yml:2:5:4:17 | Parameter 'target' |
 adopipelineVariable
-| azure-pipelines.yml:16:5:17:24 | Variable 'one' |
+| azure-pipelines.yml:38:5:39:24 | Variable 'one' |
+adopipelineStage
+| azure-pipelines.yml:65:5:77:40 | Stage 'deploy' |
+adopipelineJob
+| azure-pipelines.yml:67:9:77:40 | Job 'deploy_web' |
+| azure-pipelines.yml:80:5:85:38 | Job 'lint' |
+adopipelineDeploymentJob
+| azure-pipelines.yml:67:9:77:40 | Job 'deploy_web' |
 adopipelineSteps
-| azure-pipelines.yml:20:5:25:2 | Azure DevOps Pipeline step |
-| azure-pipelines.yml:25:5:30:2 | Azure DevOps Pipeline step |
-| azure-pipelines.yml:30:5:33:26 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:42:5:45:2 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:45:5:49:2 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:49:5:54:2 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:54:5:59:2 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:59:5:62:26 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:84:9:85:6 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:85:9:85:38 | Azure DevOps Pipeline step |
+| build-template.yml:7:5:8:2 | Azure DevOps Pipeline step |
+| build-template.yml:8:5:11:33 | Azure DevOps Pipeline step |
 adopipelinePool
-| azure-pipelines.yml:5:3:5:25 | vmImage ... -latest |
+| azure-pipelines.yml:27:3:27:25 | vmImage ... -latest |
+| azure-pipelines.yml:69:11:70:8 | name: PrivatePool |
+| azure-pipelines.yml:82:7:83:4 | vmImage ... -latest |
 adopipelineTask
-| azure-pipelines.yml:20:5:25:2 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:49:5:54:2 | Azure DevOps Pipeline step |
+| build-template.yml:8:5:11:33 | Azure DevOps Pipeline step |
 adopipelineScript
-| azure-pipelines.yml:25:5:30:2 | Azure DevOps Pipeline step |
-| azure-pipelines.yml:30:5:33:26 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:54:5:59:2 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:59:5:62:26 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:84:9:85:6 | Azure DevOps Pipeline step |
+| azure-pipelines.yml:85:9:85:38 | Azure DevOps Pipeline step |
+| build-template.yml:7:5:8:2 | Azure DevOps Pipeline step |
+adopipelineCheckout
+| azure-pipelines.yml:42:5:45:2 | Azure DevOps Pipeline step |
+adopipelineTemplateStep
+| azure-pipelines.yml:45:5:49:2 | Azure DevOps Pipeline step |
+adopipelineRepositoryResource
+| azure-pipelines.yml:17:7:21:2 | Repository resource 'templates' |
+adopipelinePipelineResource
+| azure-pipelines.yml:22:7:24:30 | Pipeline resource 'build' |
diff --git a/iac/ql/test/library-tests/azure/pipelines/AST.ql b/iac/ql/test/library-tests/azure/pipelines/AST.ql
index ca02be0e106d..2f558452fb1e 100644
--- a/iac/ql/test/library-tests/azure/pipelines/AST.ql
+++ b/iac/ql/test/library-tests/azure/pipelines/AST.ql
@@ -2,8 +2,16 @@ private import iac
 
 query predicate adopipeline(AzurePipelines::Document n) { any() }
 
+query predicate adopipelineParameter(AzurePipelines::Parameter n) { any() }
+
 query predicate adopipelineVariable(AzurePipelines::Variable n) { any() }
 
+query predicate adopipelineStage(AzurePipelines::Stage n) { any() }
+
+query predicate adopipelineJob(AzurePipelines::Job n) { any() }
+
+query predicate adopipelineDeploymentJob(AzurePipelines::DeploymentJob n) { any() }
+
 query predicate adopipelineSteps(AzurePipelines::Step n) { any() }
 
 query predicate adopipelinePool(AzurePipelines::Pool n) { any() }
@@ -11,3 +19,11 @@ query predicate adopipelinePool(AzurePipelines::Pool n) { any() }
 query predicate adopipelineTask(AzurePipelines::Task n) { any() }
 
 query predicate adopipelineScript(AzurePipelines::Script n) { any() }
+
+query predicate adopipelineCheckout(AzurePipelines::Checkout n) { any() }
+
+query predicate adopipelineTemplateStep(AzurePipelines::TemplateStep n) { any() }
+
+query predicate adopipelineRepositoryResource(AzurePipelines::RepositoryResource n) { any() }
+
+query predicate adopipelinePipelineResource(AzurePipelines::PipelineResource n) { any() }
diff --git a/iac/ql/test/library-tests/azure/pipelines/azure-pipelines.yml b/iac/ql/test/library-tests/azure/pipelines/azure-pipelines.yml
index 47741c915d24..13d9493adacf 100644
--- a/iac/ql/test/library-tests/azure/pipelines/azure-pipelines.yml
+++ b/iac/ql/test/library-tests/azure/pipelines/azure-pipelines.yml
@@ -1,6 +1,28 @@
 trigger:
   - main
 
+pr:
+  - main
+
+parameters:
+  - name: target
+    type: string
+    default: dev
+    values:
+      - dev
+      - prod
+
+resources:
+  repositories:
+    - repository: templates
+      type: git
+      name: Shared/Templates
+      ref: refs/heads/main
+  pipelines:
+    - pipeline: build
+      source: BuildPipeline
+      branch: refs/heads/main
+
 pool:
   vmImage: ubuntu-latest
 strategy:
@@ -17,6 +39,13 @@ variables:
     value: initialValue
 
 steps:
+  - checkout: self
+    persistCredentials: true
+
+  - template: build-template.yml
+    parameters:
+      target: ${{ parameters.target }}
+
   - task: UsePythonVersion@0
     inputs:
       versionSpec: "$(python.version)"
@@ -31,3 +60,26 @@ steps:
       pip install pytest pytest-azurepipelines
       pytest
     displayName: "pytest"
+
+stages:
+  - stage: deploy
+    jobs:
+      - deployment: deploy_web
+        pool:
+          name: PrivatePool
+        environment: prod
+        strategy:
+          runOnce:
+            deploy:
+              steps:
+                - pwsh: |
+                    ./deploy.ps1 -Target ${{ parameters.target }}
+                  displayName: "Deploy"
+
+jobs:
+  - job: lint
+    pool:
+      vmImage: windows-latest
+    steps:
+      - bash: echo "lint"
+      - powershell: Write-Host "lint"
diff --git a/iac/ql/test/library-tests/azure/pipelines/build-template.yml b/iac/ql/test/library-tests/azure/pipelines/build-template.yml
new file mode 100644
index 000000000000..2f83ac5d0df0
--- /dev/null
+++ b/iac/ql/test/library-tests/azure/pipelines/build-template.yml
@@ -0,0 +1,11 @@
+parameters:
+  - name: target
+    type: string
+    default: dev
+
+steps:
+  - script: echo "building ${{ parameters.target }}"
+  - task: Bash@3
+    inputs:
+      targetType: inline
+      script: echo "task script"
diff --git a/iac/ql/test/library-tests/azure/pipelines/github-workflow.yml b/iac/ql/test/library-tests/azure/pipelines/github-workflow.yml
new file mode 100644
index 000000000000..8a9c64405d4b
--- /dev/null
+++ b/iac/ql/test/library-tests/azure/pipelines/github-workflow.yml
@@ -0,0 +1,11 @@
+name: CI
+on:
+  push:
+    branches:
+      - main
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: echo "build"