diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index d66b67103..39b97529f 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -112,10 +112,27 @@ jobs:
         distribution: 'oracle'
         java-version: '23'
 
+    - name: Install C# compiler
+      if: ${{ matrix.language == 'c#' }}
+      run: sudo apt-get update && sudo apt-get install -y mono-mcs
+
     - name: Remove ignored paths
       if: ${{ github.event_name == 'pull_request' }}
       run: rm -f ${{ matrix.paths-ignore }}
 
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: "3.11"
+
+    - name: Run Poetry Image
+      uses: abatilo/actions-poetry@v3
+      with:
+        poetry-version: "1.8.5"
+        
+    - name: Install Dependencies
+      run: poetry install
+        
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
       uses: github/codeql-action/init@v3
@@ -138,7 +155,7 @@ jobs:
 
     - name: Manual build
       if: ${{ matrix.build-mode == 'manual' }}
-      run: python scripts/build_codeql_language.py ${{ matrix.language }} ${{ matrix.paths }}
+      run: poetry run python scripts/build_codeql_language.py ${{ matrix.language }} ${{ matrix.paths }}
 
     - name: Perform CodeQL Analysis
       uses: github/codeql-action/analyze@v3
diff --git a/scripts/build_codeql_language.py b/scripts/build_codeql_language.py
index f960b316c..6b1fb4559 100644
--- a/scripts/build_codeql_language.py
+++ b/scripts/build_codeql_language.py
@@ -1,7 +1,27 @@
 import argparse
+import shlex
 import subprocess
+from dataclasses import dataclass
 from pathlib import Path
-from typing import Callable, Dict, List
+from typing import Dict, List
+
+from glotter.source import Source
+
+TEST_INFO_DIR: Dict[str, str] = {
+    "c": "c",
+    "cpp": "c-plus-plus",
+    "c#": "c-sharp",
+    "java": "java",
+    "kotlin": "kotlin",
+    "swift": "swift",
+}
+
+
+@dataclass
+class TestInfoStruct:
+    path: Path
+    language: str
+    test_info_str: str
 
 
 def main():
@@ -9,46 +29,30 @@ def main():
     parser.add_argument("language", help="language to build")
     parser.add_argument("files_changed", nargs="*", help="files that have changed")
     parsed_args = parser.parse_args()
-    command_func = COMMANDS[parsed_args.language]
+    testinfo_struct = get_test_info_struct(parsed_args.language)
     for changed_file in parsed_args.files_changed:
         path = Path(changed_file)
         print(f"Building {path}")
-        command = command_func(path)
+        command = get_build_command(testinfo_struct, path)
         subprocess.run(command, cwd=path.parent, check=True)
 
 
-def build_c(path: Path) -> List[str]:
-    return ["gcc", "-o", path.stem, path.name, "-lm"]
-
-
-def build_cpp(path: Path) -> List[str]:
-    return ["g++", "-o", path.stem, path.name]
-
+def get_test_info_struct(language: str) -> TestInfoStruct:
+    path = Path("archive") / language[0] / TEST_INFO_DIR[language] / "testinfo.yml"
+    testinfo_str = path.read_text(encoding="utf-8")
+    return TestInfoStruct(path=path, language=language, test_info_str=testinfo_str)
 
-def build_c_sharp(path: Path) -> List[str]:
-    return ["mcs", "-reference:System.Numerics", path.name]
 
+def get_build_command(testinfo_struct: TestInfoStruct, path: Path) -> List[str]:
+    source = Source(
+        name=path.name,
+        language=testinfo_struct.language,
+        path=str(path),
+        test_info_string=testinfo_struct.test_info_str,
+    )
+    build: str = source.test_info.container_info.build
+    return shlex.split(build)
 
-def build_java(path: Path) -> List[str]:
-    return ["javac", path.name]
-
-
-def build_kotlin(path: Path) -> List[str]:
-    return ["kotlinc", path.name, "-include-runtime", "-d", f"{path.stem}.jar"]
-
-
-def build_swift(path: Path) -> List[str]:
-    return ["swiftc", "-o", path.stem, path.name]
-
-
-COMMANDS: Dict[str, Callable[[Path], List[str]]] = {
-    "c": build_c,
-    "cpp": build_cpp,
-    "c#": build_c_sharp,
-    "java": build_java,
-    "kotlin": build_kotlin,
-    "swift": build_swift,
-}
 
 if __name__ == "__main__":
     main()
diff --git a/scripts/get_codeql_languages.py b/scripts/get_codeql_languages.py
index 97dbc9c2e..4ee5f17d1 100644
--- a/scripts/get_codeql_languages.py
+++ b/scripts/get_codeql_languages.py
@@ -8,6 +8,7 @@
 
 LINUX = "ubuntu-latest"
 MACOS = "macos-latest"
+WINDOWS = "windows-latest"
 
 
 @dataclass(frozen=True)