diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1c968c22..ba9daa91 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -28,6 +28,10 @@ jobs:
           configurationJson: |
             {
               "categories": [
+                {
+                  "title": "## 💥 Breaking Change",
+                  "labels": ["breaking"]
+                },
                 {
                   "title": "## 🚀 Features",
                   "labels": ["feature", "enhancement"]
diff --git a/.github/workflows/test_and_cov.yml b/.github/workflows/test_and_cov.yml
index 4ff9b509..f0c5b17a 100644
--- a/.github/workflows/test_and_cov.yml
+++ b/.github/workflows/test_and_cov.yml
@@ -30,16 +30,7 @@ jobs:
           python-version: ${{ matrix.python-version }}
 
       - name: install pdm and dependencies
-        if: matrix.os != 'macos-14'
-        run: |
-          pdm lock --group dev --group lsp --group mcp
-          pdm install
-
-      - name: install pdm and dependencies for legacy system
-        if: matrix.os == 'macos-14'
-        run: |
-          pdm lock --group dev --group lsp --group mcp --group legacy
-          pdm install
+        run: make deps
 
       - name: Set custom HF cache directory
         run: |
diff --git a/Makefile b/Makefile
index 53babd00..4f06bf89 100644
--- a/Makefile
+++ b/Makefile
@@ -1,7 +1,9 @@
 .PHONY: multitest
 
+DEFAULT_GROUPS=--group dev --group lsp --group mcp
+
 deps:
-	pdm lock --group dev --group lsp --group mcp; \
+	pdm lock $(DEFAULT_GROUPS) || pdm lock $(DEFAULT_GROUPS) --group legacy; \
 	pdm install
 	
 test: