diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 9ae694e6ba..5b689dbd5b 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -10,7 +10,7 @@ on:
 env:
   CACHE_VERSION: 3
   KEY_PREFIX: venv
-  DEFAULT_PYTHON: "3.12"
+  DEFAULT_PYTHON: "3.13"
   PRE_COMMIT_CACHE: ~/.cache/pre-commit
 
 concurrency:
@@ -81,7 +81,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.9, "3.10", "3.11", "3.12", "3.13-dev"]
+        python-version: [3.9, "3.10", "3.11", "3.12", "3.13"]
     outputs:
       python-key: ${{ steps.generate-python-key.outputs.key }}
     steps:
@@ -138,7 +138,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.9, "3.10", "3.11", "3.12", "3.13-dev"]
+        python-version: [3.9, "3.10", "3.11", "3.12", "3.13"]
     steps:
       - name: Set temp directory
         run: echo "TEMP=$env:USERPROFILE\AppData\Local\Temp" >> $env:GITHUB_ENV
@@ -242,11 +242,11 @@ jobs:
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v4.1.7
-      - name: Set up Python 3.12
+      - name: Set up Python 3.13
         id: python
         uses: actions/setup-python@v5.1.1
         with:
-          python-version: "3.12"
+          python-version: "3.13"
           check-latest: true
       - name: Install dependencies
         run: pip install -U -r requirements_minimal.txt
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d527a2f221..ff91c7fd57 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -6,7 +6,7 @@ on:
       - published
 
 env:
-  DEFAULT_PYTHON: "3.12"
+  DEFAULT_PYTHON: "3.13"
 
 permissions:
   contents: read
diff --git a/ChangeLog b/ChangeLog
index 5ec03e2fa0..d20554ec03 100644
--- a/ChangeLog
+++ b/ChangeLog
@@ -13,12 +13,18 @@ What's New in astroid 3.3.8?
 ============================
 Release date: TBA
 
+* Fix inability to import `collections.abc` in python 3.13.1. The reported fixes in astroid 3.3.6
+  and 3.3.7 did not actually fix this issue.
+
+  Closes pylint-dev/pylint#10112
 
 
 What's New in astroid 3.3.7?
 ============================
 Release date: 2024-12-20
 
+This release was yanked.
+
 * Fix inability to import `collections.abc` in python 3.13.1. The reported fix in astroid 3.3.6
   did not actually fix this issue.
 
diff --git a/astroid/interpreter/_import/spec.py b/astroid/interpreter/_import/spec.py
index 832432d946..fd53da56ea 100644
--- a/astroid/interpreter/_import/spec.py
+++ b/astroid/interpreter/_import/spec.py
@@ -142,15 +142,45 @@ def find_module(
                 type=ModuleType.C_BUILTIN,
             )
 
+        if submodule_path is not None:
+            search_paths = list(submodule_path)
+        else:
+            search_paths = sys.path
+
+        suffixes = (".py", ".pyi", importlib.machinery.BYTECODE_SUFFIXES[0])
+        for entry in search_paths:
+            package_directory = os.path.join(entry, modname)
+            for suffix in suffixes:
+                package_file_name = "__init__" + suffix
+                file_path = os.path.join(package_directory, package_file_name)
+                if os.path.isfile(file_path):
+                    return ModuleSpec(
+                        name=modname,
+                        location=package_directory,
+                        type=ModuleType.PKG_DIRECTORY,
+                    )
+            for suffix, type_ in ImportlibFinder._SUFFIXES:
+                file_name = modname + suffix
+                file_path = os.path.join(entry, file_name)
+                if os.path.isfile(file_path):
+                    return ModuleSpec(name=modname, location=file_path, type=type_)
+
         # sys.stdlib_module_names was added in Python 3.10
         if PY310_PLUS:
-            # If the module is a stdlib module, check whether this is a frozen module. Note that
-            # `find_spec` actually imports the module, so we want to make sure we only run this code
-            # for stuff that can be expected to be frozen. For now this is only stdlib.
+            # If the module name matches a stdlib module name, check whether this is a frozen
+            # module. Note that `find_spec` actually imports parent modules, so we want to make
+            # sure we only run this code for stuff that can be expected to be frozen. For now
+            # this is only stdlib.
             if modname in sys.stdlib_module_names or (
                 processed and processed[0] in sys.stdlib_module_names
             ):
-                spec = importlib.util.find_spec(".".join((*processed, modname)))
+                try:
+                    with warnings.catch_warnings():
+                        warnings.filterwarnings("ignore", category=Warning)
+                        spec = importlib.util.find_spec(".".join((*processed, modname)))
+                except ValueError:
+                    spec = None
+
                 if (
                     spec
                     and spec.loader  # type: ignore[comparison-overlap] # noqa: E501
@@ -186,28 +216,6 @@ def find_module(
                 except ValueError:
                     pass
 
-        if submodule_path is not None:
-            search_paths = list(submodule_path)
-        else:
-            search_paths = sys.path
-
-        suffixes = (".py", ".pyi", importlib.machinery.BYTECODE_SUFFIXES[0])
-        for entry in search_paths:
-            package_directory = os.path.join(entry, modname)
-            for suffix in suffixes:
-                package_file_name = "__init__" + suffix
-                file_path = os.path.join(package_directory, package_file_name)
-                if os.path.isfile(file_path):
-                    return ModuleSpec(
-                        name=modname,
-                        location=package_directory,
-                        type=ModuleType.PKG_DIRECTORY,
-                    )
-            for suffix, type_ in ImportlibFinder._SUFFIXES:
-                file_name = modname + suffix
-                file_path = os.path.join(entry, file_name)
-                if os.path.isfile(file_path):
-                    return ModuleSpec(name=modname, location=file_path, type=type_)
         return None
 
     def contribute_to_path(