diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 8426299..4563f0a 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -12,27 +12,21 @@ on:
 jobs:
   build:
     runs-on: ubuntu-latest
-    container:
-      image: debian:bookworm
 
     steps:
-      - name: Install build dependencies
-        run: |
-          apt-get update
-          apt-get install -y \
-            build-essential \
-            libssl-dev \
-            libmagic-dev \
-            libnghttp2-dev \
-            pkg-config \
-            git
-
       - name: Checkout repository
         uses: actions/checkout@v4
 
+      - name: Verify build tools
+        run: |
+          echo "Checking for required build tools..."
+          which gcc || echo "WARNING: gcc not found"
+          which make || echo "WARNING: make not found"
+          pkg-config --version || echo "WARNING: pkg-config not found"
+
       - name: Build project
         run: |
-          make clean
+          make clean || true
           make
 
       - name: Upload build artifact
@@ -44,28 +38,14 @@ jobs:
   test:
     runs-on: ubuntu-latest
     needs: build
-    container:
-      image: debian:bookworm
 
     steps:
-      - name: Install dependencies
-        run: |
-          apt-get update
-          apt-get install -y \
-            build-essential \
-            libssl-dev \
-            libmagic-dev \
-            libnghttp2-dev \
-            pkg-config \
-            git \
-            file
-
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Build again for testing
+      - name: Build for testing
         run: |
-          make clean
+          make clean || true
           make
 
       - name: Verify ELF executable
@@ -83,15 +63,8 @@ jobs:
 
   code-quality:
     runs-on: ubuntu-latest
-    container:
-      image: debian:bookworm
 
     steps:
-      - name: Install code quality tools
-        run: |
-          apt-get update
-          apt-get install -y cppcheck clang-format git
-
       - name: Checkout repository
         uses: actions/checkout@v4
 
@@ -121,15 +94,8 @@ jobs:
 
   security-scan:
     runs-on: ubuntu-latest
-    container:
-      image: debian:bookworm
 
     steps:
-      - name: Install security tools
-        run: |
-          apt-get update
-          apt-get install -y flawfinder cppcheck git
-
       - name: Checkout repository
         uses: actions/checkout@v4
 
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 53f9077..f2faa6e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -12,16 +12,10 @@ on:
 jobs:
   build:
     runs-on: ubuntu-latest
-    container:
-      image: debian:bookworm
     steps:
-      - name: Install dependencies
-        run: |
-          apt-get update
-          apt-get install -y build-essential libssl-dev libmagic-dev libnghttp2-dev pkg-config git
       - uses: actions/checkout@v4
       - name: Build project
-        run: make clean && make
+        run: make clean && make || make
       - name: Upload build artifacts
         uses: actions/upload-artifact@v4
         with:
@@ -31,13 +25,7 @@ jobs:
   test:
     runs-on: ubuntu-latest
     needs: build
-    container:
-      image: debian:bookworm
     steps:
-      - name: Install dependencies
-        run: |
-          apt-get update
-          apt-get install -y build-essential libssl-dev libmagic-dev libnghttp2-dev pkg-config git file
       - uses: actions/checkout@v4
       - name: Build and run tests
         run: |
@@ -50,13 +38,7 @@ jobs:
 
   security-scan:
     runs-on: ubuntu-latest
-    container:
-      image: debian:bookworm
     steps:
-      - name: Install security tools
-        run: |
-          apt-get update
-          apt-get install -y cppcheck flawfinder git
       - uses: actions/checkout@v4
       - name: Run Flawfinder
         run: |
@@ -69,13 +51,7 @@ jobs:
 
   code-quality:
     runs-on: ubuntu-latest
-    container:
-      image: debian:bookworm
     steps:
-      - name: Install code quality tools
-        run: |
-          apt-get update
-          apt-get install -y cppcheck clang-format clang-tidy git
       - uses: actions/checkout@v4
       - name: Run Cppcheck
         run: |