diff --git a/build/azure-pipelines/cli/cli-compile.yml b/build/azure-pipelines/cli/cli-compile.yml
index 2abefa7b6a4..9be95a5c124 100644
--- a/build/azure-pipelines/cli/cli-compile.yml
+++ b/build/azure-pipelines/cli/cli-compile.yml
@@ -20,12 +20,55 @@ steps:
     - script: echo "##vso[task.setvariable variable=VSCODE_CLI_PRODUCT_JSON]$(Build.SourcesDirectory)/.build/distro/mixin/${{ parameters.VSCODE_QUALITY }}/product.json"
       displayName: Set product.json path
 
+  - task: Cache@2
+    displayName: Restore sccache cache
+    inputs:
+      key: 'sccache | "$(Agent.OS)" | "${{ parameters.VSCODE_CLI_TARGET }}" | $(Build.SourcesDirectory)/cli/Cargo.lock | $(Build.SourcesDirectory)/build/.cachesalt'
+      path: $(Pipeline.Workspace)/sccache
+
+  - ${{ if contains(parameters.VSCODE_CLI_TARGET, '-windows-') }}:
+    - pwsh: |
+        $version = "0.14.0"
+        $url = "https://github.com/mozilla/sccache/releases/download/v$version/sccache-v$version-x86_64-pc-windows-msvc.zip"
+        Invoke-WebRequest -Uri $url -OutFile "$env:TEMP\sccache.zip"
+        Expand-Archive -Path "$env:TEMP\sccache.zip" -DestinationPath "$env:TEMP\sccache" -Force
+        $sccacheDir = Get-ChildItem -Path "$env:TEMP\sccache" -Directory | Select-Object -First 1
+        Copy-Item "$($sccacheDir.FullName)\sccache.exe" -Destination "$env:USERPROFILE\.cargo\bin\sccache.exe"
+        sccache --version
+      displayName: Install sccache
+  - ${{ else }}:
+    - script: |
+        set -e
+        SCCACHE_VERSION="0.14.0"
+        ARCH=$(uname -m)
+        OS=$(uname -s)
+        if [ "$OS" = "Darwin" ]; then
+          TARGET="aarch64-apple-darwin"
+        elif [ "$OS" = "Linux" ]; then
+          if [ "$ARCH" = "aarch64" ]; then
+            TARGET="aarch64-unknown-linux-musl"
+          else
+            TARGET="x86_64-unknown-linux-musl"
+          fi
+        fi
+        FILENAME="sccache-v${SCCACHE_VERSION}-${TARGET}"
+        URL="https://github.com/mozilla/sccache/releases/download/v${SCCACHE_VERSION}/${FILENAME}.tar.gz"
+        echo "Downloading sccache from $URL"
+        curl -fsSL "$URL" -o /tmp/sccache.tar.gz
+        tar -xzf /tmp/sccache.tar.gz -C /tmp
+        sudo cp "/tmp/${FILENAME}/sccache" /usr/local/bin/sccache
+        sudo chmod +x /usr/local/bin/sccache
+        sccache --version
+      displayName: Install sccache
+
   - ${{ if parameters.VSCODE_CHECK_ONLY }}:
     - script: cargo clippy --target ${{ parameters.VSCODE_CLI_TARGET }} --bin=code
       displayName: Lint ${{ parameters.VSCODE_CLI_TARGET }}
       workingDirectory: $(Build.SourcesDirectory)/cli
       env:
         CARGO_NET_GIT_FETCH_WITH_CLI: true
+        RUSTC_WRAPPER: sccache
+        SCCACHE_DIR: $(Pipeline.Workspace)/sccache
         ${{ each pair in parameters.VSCODE_CLI_ENV }}:
           ${{ pair.key }}: ${{ pair.value }}
 
@@ -93,6 +136,8 @@ steps:
           CARGO_NET_GIT_FETCH_WITH_CLI: true
           VSCODE_CLI_COMMIT: $(Build.SourceVersion)
           GITHUB_TOKEN: "$(github-distro-mixin-password)"
+          RUSTC_WRAPPER: sccache
+          SCCACHE_DIR: $(Pipeline.Workspace)/sccache
           ${{ each pair in parameters.VSCODE_CLI_ENV }}:
             ${{ pair.key }}: ${{ pair.value }}
 
@@ -103,6 +148,8 @@ steps:
         env:
           CARGO_NET_GIT_FETCH_WITH_CLI: true
           VSCODE_CLI_COMMIT: $(Build.SourceVersion)
+          RUSTC_WRAPPER: sccache
+          SCCACHE_DIR: $(Pipeline.Workspace)/sccache
           ${{ each pair in parameters.VSCODE_CLI_ENV }}:
             ${{ pair.key }}: ${{ pair.value }}
 
@@ -161,3 +208,9 @@ steps:
             archiveType: tar
             tarCompression: gz
             archiveFile: $(Build.ArtifactStagingDirectory)/${{ parameters.VSCODE_CLI_ARTIFACT }}.tar.gz
+
+  - script: sccache --show-stats
+    displayName: sccache stats
+    condition: succeededOrFailed()
+    env:
+      SCCACHE_DIR: $(Pipeline.Workspace)/sccache