diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 28fcb2b929c..0dcef3e86f1 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -209,13 +209,15 @@ jobs:
           cd vscode-ext 
           npm install          
           tsc && vsce package -o /tmp/vscode-ext/vscode-ext-linux-aarch64 --target linux-arm64
-      - name: Publish linux-xarm64
+      - name: Publish linux-arm64
         if: github.event_name != 'workflow_dispatch'
         env:
           VSCE_PAT: ${{ secrets.VSCE_PAT }}
         run: cd vscode-ext && vsce publish ${{ steps.version.outputs.version }} --target linux-arm64
       - run: rm vscode-ext/libmirrord_layer.so
       - run: cp /tmp/artifacts/universal-apple-darwin/libmirrord_layer.dylib vscode-ext/
+      # Package a patched Delve with our VS Code extension. The patched version bypasses an issue where we can't be injected into platform binaries.
+      - run: wget https://github.com/metalbear-co/delve/releases/download/1.9.1/delve_darwin_amd64 -O vscode-ext/dlv && chmod +x vscode-ext/dlv
       # Same binary for darwin
       - run: |
           cd vscode-ext
@@ -226,10 +228,11 @@ jobs:
         env:
           VSCE_PAT: ${{ secrets.VSCE_PAT }}
         run: cd vscode-ext && vsce publish ${{ steps.version.outputs.version }} --target darwin-x64
+      - run: wget https://github.com/metalbear-co/delve/releases/download/1.9.1/delve_darwin_arm64 -O vscode-ext/dlv && chmod +x vscode-ext/dlv
       - run: |
           cd vscode-ext
           npm install          
-          tsc && vsce package -o /tmp/vscode-ext/vscode-ext-darwin-x64 --target darwin-x64
+          tsc && vsce package -o /tmp/vscode-ext/vscode-ext-darwin-arm64 --target darwin-arm64
       - name: Publish darwin-arm64
         if: github.event_name != 'workflow_dispatch'
         env:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index bc47cd975e0..2f26036772b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,7 +9,7 @@ Check [Keep a Changelog](http://keepachangelog.com/) for recommendations on how
 
 ### Fixed
 - using gcloud auth for kubernetes. (mistakenly loaded layer into it)
-
+- debugging Go on VSCode. We patch to use our own delivered delve.
 
 ## 3.7.0
 
diff --git a/vscode-ext/src/extension.ts b/vscode-ext/src/extension.ts
index 90b25ac0a2d..9163c118780 100644
--- a/vscode-ext/src/extension.ts
+++ b/vscode-ext/src/extension.ts
@@ -249,6 +249,10 @@ class ConfigurationProvider implements vscode.DebugConfigurationProvider {
 
 				if (config.type === "go") {
 					config.env["MIRRORD_SKIP_PROCESSES"] = "dlv;debugserver;compile;go;asm;cgo;link";
+					// use our custom delve to fix being loaded into debugserver
+					if (os.platform() === "darwin") {
+						config.dlvToolPath = path.join(globalContext.extensionPath, "dlv");
+					}
 				}
 
 				return resolve(config);