diff --git a/.devcontainer.json b/.devcontainer.json
index 08c198d..06ced1e 100644
--- a/.devcontainer.json
+++ b/.devcontainer.json
@@ -30,6 +30,7 @@
     ],
     "name": "go-subtree dev container",
     "postCreateCommand": "magex lint && magex vet && magex test",
+    "postStartCommand": "go install github.com/magefile/mage/cmd/magex@latest",
     "remoteUser": "vscode",
     "runArgs": [
         "--cap-drop=ALL",
diff --git a/.github/.env.base b/.github/.env.base
index 1e2ae67..01d60c2 100644
--- a/.github/.env.base
+++ b/.github/.env.base
@@ -110,7 +110,7 @@ ARTIFACT_DOWNLOAD_CONTINUE_ON_ERROR=false   # Continue workflow execution even i
 BENCHMARK_TIMEOUT=20
 
 # Benchmark mode (Options: quick, full, normal)
-BENCHMARK_MODE=quick 
+BENCHMARK_MODE=quick
 
 # Test Execution Timeouts
 TEST_TIMEOUT=30m                       # Go test timeout for standard tests
@@ -225,7 +225,7 @@ REDIS_CACHE_FORCE_PULL=false           # Force pull Redis images even when cache
 # 🪄 MAGE-X CONFIGURATION
 # ================================================================================================
 
-MAGE_X_VERSION=v1.7.5                                         # https://github.com/mrz1836/mage-x/releases
+MAGE_X_VERSION=v1.7.6                                         # https://github.com/mrz1836/mage-x/releases
 MAGE_X_AUTO_DISCOVER_BUILD_TAGS=true                          # Enable auto-discovery of build tags
 MAGE_X_AUTO_DISCOVER_BUILD_TAGS_EXCLUDE=race,custom           # Comma-separated list of tags to exclude
 MAGE_X_FORMAT_EXCLUDE_PATHS=vendor,node_modules,.git,.idea    # Format exclusion paths (comma-separated directories to exclude from formatting)
@@ -289,7 +289,7 @@ NANCY_VERSION=v1.0.51                  # https://github.com/sonatype-nexus-commu
 # ================================================================================================
 
 # Pre-Commit System
-GO_PRE_COMMIT_VERSION=v1.3.2             # https://github.com/mrz1836/go-pre-commit
+GO_PRE_COMMIT_VERSION=v1.3.4             # https://github.com/mrz1836/go-pre-commit
 GO_PRE_COMMIT_USE_LOCAL=false            # Use local version for development
 
 # System Settings
diff --git a/.gitpod.yml b/.gitpod.yml
index 544e368..90be1db 100644
--- a/.gitpod.yml
+++ b/.gitpod.yml
@@ -28,7 +28,7 @@ tasks:
       echo "🛠️  Available magex commands:"
       echo "  magex test       - Run all tests"
       echo "  magex lint       - Run linters"
-      echo "  magex format:fix - Format code"
+      echo "  magex format:fix - Format the code"
       echo "  magex build      - Build the project"
       echo "  magex help       - List all available commands"
       echo ""
diff --git a/.goreleaser.yml b/.goreleaser.yml
index 476cc69..9d601dc 100644
--- a/.goreleaser.yml
+++ b/.goreleaser.yml
@@ -6,7 +6,14 @@ version: 2
 
 before:
   hooks:
-    - sh -c 'if [ "$SKIP_GORELEASER_TESTS" = "true" ]; then echo "Skipping tests (SKIP_GORELEASER_TESTS=true)"; else magex test; fi'
+    - |
+      sh -c '
+        if [ "$SKIP_GORELEASER_TESTS" = "true" ]; then
+          echo "Skipping tests (SKIP_GORELEASER_TESTS=true)"
+        else
+          magex test
+        fi
+      '
 changelog:
   sort: asc
   filters:
diff --git a/.vscode/tasks.json b/.vscode/tasks.json
index 3c32a19..8e71217 100644
--- a/.vscode/tasks.json
+++ b/.vscode/tasks.json
@@ -526,7 +526,7 @@
             "command": "go-pre-commit install",
             "detail": "Install go-pre-commit hooks",
             "group": "none",
-            "label": "pre-commit: install",
+            "label": "go-pre-commit: install",
             "presentation": {
                 "clear": true,
                 "focus": false,
@@ -540,7 +540,7 @@
             "command": "go-pre-commit run --all-files",
             "detail": "Run pre-commit hooks on all files",
             "group": "none",
-            "label": "pre-commit: run",
+            "label": "go-pre-commit: run",
             "presentation": {
                 "clear": true,
                 "focus": false,