diff --git a/.github/workflows/pypi-release.yml b/.github/workflows/pypi-release.yml
index cf0579a7..79f8ead9 100644
--- a/.github/workflows/pypi-release.yml
+++ b/.github/workflows/pypi-release.yml
@@ -31,10 +31,13 @@ jobs:
           python-version: 3.12
 
       - name: Install pypa/build and twine
-        run: python -m pip install --user build twine
+        run: python -m pip install --user --upgrade build twine pkginfo
 
       - name: Build a binary wheel and a source tarball
-        run: python -m build --sdist --wheel --outdir dist/
+        run: python -m build --wheel --sdist --outdir dist/
+
+      - name: Validate wheel and sdis for Pypi
+        run: python -m twine check dist/*
 
       - name: Validate wheel and sdis for Pypi
         run: python -m twine check dist/*
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index fe3c9a5a..4626ad3d 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -20,23 +20,15 @@ jobs:
       parameters:
           job_name: ci_code_style
           image_name: ubuntu-24.04
-          python_versions: ['3.12']
+          python_versions: ['3.13']
           test_suites:
               all: make check
 
     - template: etc/ci/azure-posix.yml
       parameters:
-          job_name: ubuntu20_cpython
-          image_name: ubuntu-22.04
-          python_versions: ['3.10', '3.11', '3.12']
-          test_suites:
-              all: make test
-
-    - template: etc/ci/azure-posix.yml
-      parameters:
-          job_name: ubuntu22_cpython
+          job_name: ubuntu24_cpython
           image_name: ubuntu-24.04
-          python_versions: ['3.10', '3.11', '3.12']
+          python_versions: ['3.10', '3.11', '3.12', '3.13']
           test_suites:
               all: make test
 
@@ -44,6 +36,6 @@ jobs:
       parameters:
           job_name: ci_documentation
           image_name: ubuntu-24.04
-          python_versions: ['3.12']
+          python_versions: ['3.13']
           test_suites:
               all: make docs-check
diff --git a/configure b/configure
index a0d66b02..59a4b5d8 100755
--- a/configure
+++ b/configure
@@ -40,7 +40,6 @@ VIRTUALENV_DIR=venv
 # Cleanable files and directories to delete with the --clean option
 CLEANABLE="build dist venv .cache .eggs *.egg-info docs/_build/ pip-selfcheck.json"
 
-
 # extra  arguments passed to pip
 PIP_EXTRA_ARGS=" "
 
@@ -114,7 +113,7 @@ create_virtualenv() {
         fi
 
         $PYTHON_EXECUTABLE "$VIRTUALENV_PYZ" \
-            --wheel embed --pip embed --setuptools embed \
+            --pip embed --setuptools embed \
             --seeder pip \
             --never-download \
             --no-periodic-update \
diff --git a/etc/ci/azure-container-deb.yml b/etc/ci/azure-container-deb.yml
index 85b611d3..d80e8dfb 100644
--- a/etc/ci/azure-container-deb.yml
+++ b/etc/ci/azure-container-deb.yml
@@ -21,7 +21,7 @@ jobs:
     - job: ${{ parameters.job_name }}
 
       pool:
-          vmImage: 'ubuntu-16.04'
+          vmImage: 'ubuntu-22.04'
 
       container:
           image: ${{ parameters.container }}
diff --git a/etc/ci/azure-container-rpm.yml b/etc/ci/azure-container-rpm.yml
index 1e6657d0..a64138c9 100644
--- a/etc/ci/azure-container-rpm.yml
+++ b/etc/ci/azure-container-rpm.yml
@@ -1,6 +1,6 @@
 parameters:
     job_name: ''
-    image_name: 'ubuntu-16.04'
+    image_name: 'ubuntu-22.04'
     container: ''
     python_path: ''
     python_version: ''
diff --git a/etc/scripts/utils_thirdparty.py b/etc/scripts/utils_thirdparty.py
index aafc1d69..8e1ba819 100644
--- a/etc/scripts/utils_thirdparty.py
+++ b/etc/scripts/utils_thirdparty.py
@@ -114,13 +114,14 @@
 TRACE_ULTRA_DEEP = False
 
 # Supported environments
-PYTHON_VERSIONS = "37", "38", "39", "310"
+PYTHON_VERSIONS = "39", "310", "311", "312", "313"
 
 PYTHON_DOT_VERSIONS_BY_VER = {
-    "37": "3.7",
-    "38": "3.8",
     "39": "3.9",
     "310": "3.10",
+    "311": "3.11",
+    "312": "3.12",
+    "313": "3.13",
 }
 
 
@@ -132,10 +133,11 @@ def get_python_dot_version(version):
 
 
 ABIS_BY_PYTHON_VERSION = {
-    "37": ["cp37", "cp37m", "abi3"],
-    "38": ["cp38", "cp38m", "abi3"],
     "39": ["cp39", "cp39m", "abi3"],
     "310": ["cp310", "cp310m", "abi3"],
+    "311": ["cp311", "cp311m", "abi3"],
+    "312": ["cp312", "cp312m", "abi3"],
+    "313": ["cp313", "cp313m", "abi3"],
 }
 
 PLATFORMS_BY_OS = {
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 241384aa..475ca7a4 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,56 +1,54 @@
 alabaster==1.0.0
-annotated-types==0.7.0
-anyio==4.8.0
+anyio==4.9.0
 babel==2.17.0
+backports.tarfile==1.2.0
 black==25.1.0
-bracex==2.5.post1
-bump-my-version==0.32.1
-django-debug-toolbar==5.0.1
-doc8==1.1.2
+bracex==2.6
+bump-my-version==1.2.0
+django-debug-toolbar==5.2.0
+doc8==2.0.0
 docutils==0.21.2
+exceptiongroup==1.3.0
 execnet==2.1.1
-h11==0.14.0
-httpcore==1.0.7
+h11==0.16.0
+httpcore==1.0.9
 httpx==0.28.1
 id==1.5.0
 imagesize==1.4.1
-iniconfig==2.0.0
-isort==6.0.0
+iniconfig==2.1.0
+isort==6.0.1
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jeepney==0.8.0
+jeepney==0.9.0
 keyring==25.6.0
-mypy-extensions==1.0.0
-nh3==0.2.20
+mypy_extensions==1.1.0
+nh3==0.2.21
 pathspec==0.12.1
 pbr==6.1.1
-platformdirs==4.3.6
-prompt_toolkit==3.0.50
-pycodestyle==2.12.1
-pydantic==2.10.6
-pydantic-settings==2.7.1
-pydantic_core==2.27.2
-pytest==8.3.4
-pytest-django==4.10.0
-pytest-rerunfailures==15.0
-pytest-xdist==3.6.1
+platformdirs==4.3.8
+prompt_toolkit==3.0.51
+pycodestyle==2.14.0
+pytest==8.4.1
+pytest-django==4.11.1
+pytest-rerunfailures==15.1
+pytest-xdist==3.7.0
 questionary==2.1.0
 readme_renderer==44.0
 requests-toolbelt==1.0.0
 restructuredtext_lint==1.4.0
 rfc3986==2.0.0
-rich==13.9.4
-rich-click==1.8.6
-ruff==0.9.7
+rich==14.0.0
+rich-click==1.8.9
+ruff==0.12.1
 secretstorage==3.3.3
 sniffio==1.3.1
-snowballstemmer==2.2.0
+snowballstemmer==3.0.1
 sphinx==8.1.3
 sphinx-autobuild==2024.10.3
 sphinx-copybutton==0.5.2
 sphinx-rtd-dark-mode==1.3.0
 sphinx-rtd-theme==3.0.2
-sphinx_reredirects==0.1.5
+sphinx_reredirects==0.1.6
 sphinxcontrib-applehelp==2.0.0
 sphinxcontrib-devhelp==2.0.0
 sphinxcontrib-htmlhelp==2.1.0
@@ -58,12 +56,11 @@ sphinxcontrib-jquery==4.1
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==2.0.0
 sphinxcontrib-serializinghtml==2.0.0
-starlette==0.45.3
+starlette==0.47.1
 stevedore==5.4.1
-tomlkit==0.13.2
+tomlkit==0.13.3
 twine==6.1.0
-uvicorn==0.34.0
-vendorize==0.3.0
-watchfiles==1.0.4
-wcmatch==10.0
-websockets==15.0
\ No newline at end of file
+uvicorn==0.35.0
+watchfiles==1.1.0
+wcmatch==10.1
+websockets==15.0.1
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 805c838b..85224639 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,46 +1,55 @@
-aboutcode-toolkit==11.0.0
+aboutcode-toolkit==11.1.1
 aboutcode.federatedcode==0.1.0
 aboutcode.hashid==0.2.0
 aboutcode.pipeline==0.2.1
+aiofiles==24.1.0
+aiohappyeyeballs==2.6.1
+aiohttp==3.12.13
+aiosignal==1.3.2
+annotated-types==0.7.0
 arrow==1.3.0
 asgiref==3.8.1
-attrs==25.1.0
+async-timeout==5.0.1
+attrs==25.3.0
 banal==1.0.6
-beartype==0.19.0
-beautifulsoup4==4.13.3
+beartype==0.21.0
+beautifulsoup4==4.13.4
+bids-analyser==0.2.0
+binary-inspector==0.1.2
 binaryornot==0.4.4
-bitarray==3.1.0
+bitarray==3.4.3
 bleach==6.2.0
-boolean.py==4.0
-certifi==2025.1.31
+boolean.py==5.0
+certifi==2025.6.15
 cffi==1.17.1
 chardet==5.2.0
-charset-normalizer==3.4.1
+charset-normalizer==3.4.2
 clamd==1.0.2
-click==8.1.7
+click==8.2.1
 colorama==0.4.6
-commoncode==32.2.0
+commoncode==32.3.0
 construct==2.10.70
 container-inspector==33.0.0
 crispy-bootstrap3==2024.1
-crontab==1.0.1
-cryptography==44.0.1
-cyclonedx-python-lib==8.5.0
+crontab==1.0.4
+cryptography==45.0.4
+cyclonedx-python-lib==10.2.0
 debian_inspector==31.1.0
 defusedxml==0.7.1
 Deprecated==1.2.18
-Django==5.1.5
-django-crispy-forms==2.3
+Django==5.1.11
+django-crispy-forms==2.4
 django-environ==0.12.0
-django-filter==24.3
+django-filter==25.1
 django-probes==1.7.0
-django-rq==3.0.0
+django-rq==3.0.1
 django-taggit==6.1.0
-djangorestframework==3.15.2
+djangorestframework==3.16.0
 dockerfile-parse==2.0.1
 dparse2==0.7.0
 drf-spectacular==0.28.0
-elf-inspector==0.0.1
+elementpath==5.0.3
+elf_inspector==0.0.3
 et_xmlfile==2.0.0
 extractcode==31.0.0
 extractcode-7z==16.5.210531
@@ -50,8 +59,8 @@ fetchcode==0.6.0
 fetchcode-container==1.2.3.210512
 fingerprints==1.2.3
 flot==0.7.2
-fontawesomefree==6.6.0
-freezegun==1.5.1
+freezegun==1.5.2
+frozenlist==1.7.0
 ftfy==6.3.1
 ftputil==5.1.0
 fusepy==3.0.1
@@ -63,115 +72,132 @@ gunicorn==23.0.0
 html5lib==1.1
 htmllistparse==0.6.1
 idna==3.10
-importlib_metadata==8.6.1
+importlib_metadata==8.7.0
 inflection==0.5.1
 intbitset==4.0.0
-jaraco.functools==4.1.0
+isodate==0.7.2
+jaraco.functools==4.2.1
 javaproperties==0.8.2
 jawa==2.2.0
-Jinja2==3.1.5
-jsonschema==4.23.0
-jsonschema-specifications==2024.10.1
+Jinja2==3.1.6
+jsonschema==4.24.0
+jsonschema-specifications==2025.4.1
 jsonstreams==0.6.0
-license-expression==30.4.1
+lib4sbom==0.8.6
+license-expression==30.4.3
 lief==0.15.1
-lxml==5.3.1
-Markdown==3.7
+lxml==6.0.0
+Markdown==3.8.2
 markdown-it-py==3.0.0
 MarkupSafe==3.0.2
-matchcode-toolkit==7.2.1
+matchcode-toolkit==7.2.2
 mdurl==0.1.2
 milksnake==0.1.6
-mock==5.1.0
-more-itertools==10.6.0
+mock==5.2.0
+more-itertools==10.7.0
+multidict==6.6.3
 natsort==8.4.0
 normality==2.6.1
+numpy==2.2.6
 openpyxl==3.1.5
 packagedcode-msitools==0.101.210706
-packageurl-python==0.16.0
-packaging==24.2
+packageurl-python==0.17.1
+packaging==25.0
 packvers==21.5
 parameter-expansion-patched==0.3.1
-pdfminer.six==20240706
+pdfminer.six==20250506
 pefile==2024.8.26
-pip==24.3.1
+pip==25.1.1
 pip-requirements-parser==32.0.1
 pkginfo2==30.0.0
-pluggy==1.5.0
+pluggy==1.6.0
 plugincode==32.0.0
 ply==3.11
-psycopg==3.2.4
-psycopg-binary==3.2.4
+propcache==0.3.2
+psycopg==3.2.9
+psycopg-binary==3.2.9
 publicsuffix2==2.20191221
-py-serializable==1.1.2
-pyahocorasick==2.1.0
+py-serializable==2.0.0
+py-tree-sitter-swift==0.0.1
+pyahocorasick==2.2.0
 pycparser==2.22
+pydantic==2.11.7
+pydantic-settings==2.10.1
+pydantic_core==2.33.2
 pyelftools==0.32
-PyGithub==2.6.0
+PyGithub==2.6.1
 pygmars==0.9.0
-Pygments==2.19.1
-pyinstrument==5.0.0
+Pygments==2.19.2
+pyinstrument==5.0.2
 PyJWT==2.10.1
 pymaven-patch==0.3.2
 PyNaCl==1.5.0
-pyparsing==3.2.1
+pyparsing==3.2.3
 python-dateutil==2.9.0.post0
-python-dotenv==1.0.1
-python-inspector==0.12.1
-pytz==2025.1
+python-dotenv==1.1.1
+python-inspector==0.14.0
+pytz==2025.2
 PyYAML==6.0.2
-rdflib==7.1.3
-redis==5.2.1
+rdflib==7.1.4
+redis==6.2.0
 referencing==0.36.2
-regipy==5.1.0
+regipy==5.2.0
 reppy2==0.3.6
-requests==2.32.3
-resolvelib==1.1.0
-rpds-py==0.23.0
+requests==2.32.4
+resolvelib==1.2.0
+rpds-py==0.25.1
 rpm-inspector-rpm==4.16.1.3.210404
-rq==2.1.0
+rq==2.4.0
 rq-scheduler==0.14.0
 rubymarshal==1.0.3
 rust-inspector==0.1.0
 samecode==0.5.1
 saneyaml==0.6.1
-scancode-toolkit==32.3.2
-scancodeio @ git+https://github.com/aboutcode-org/scancode.io.git@b7bc7c9efc6d995967b70eb83695271bd1edc3b9
+scancode-toolkit==32.3.3
+scancodeio==35.0.0
+scipy==1.15.3
 semantic-version==2.10.0
 semver==3.0.4
-setuptools==75.6.0
+setuptools==80.9.0
 six==1.17.0
 smmap==5.0.2
 sortedcontainers==2.4.0
-soupsieve==2.6
-source-inspector==0.5.1
+soupsieve==2.7
+source-inspector==0.6.1
 spdx-tools==0.8.2
 sqlparse==0.5.3
 symbolic==10.2.1
+tantivy==0.24.0
 text-unidecode==1.3
 toml==0.10.2
-tree-sitter==0.22.0
+tomli==2.2.1
+tree-sitter==0.23.2
 tree-sitter-bash==0.21.0
 tree-sitter-c==0.21.1
+tree-sitter-c-sharp==0.23.1
 tree-sitter-cpp==0.22.0
 tree-sitter-go==0.21.0
 tree-sitter-java==0.21.0
 tree-sitter-javascript==0.21.2
+tree-sitter-objc==3.0.2
 tree-sitter-python==0.21.0
 tree-sitter-rust==0.21.2
 typecode==30.0.2
 typecode-libmagic==5.39.210531
-types-python-dateutil==2.9.0.20241206
-typing_extensions==4.12.2
+typecode_libmagic_system_provided==33.0.0
+types-python-dateutil==2.9.0.20250516
+typing-inspection==0.4.1
+typing_extensions==4.14.0
 univers==30.12.1
-uritemplate==4.1.1
-uritools==4.0.3
-urllib3==2.3.0
+uritemplate==4.2.0
+uritools==5.0.0
+urllib3==2.5.0
 urlpy==0.5
 wcwidth==0.2.13
 webencodings==0.5.1
-wheel==0.45.1
 wrapt==1.17.2
-XlsxWriter==3.2.0
+xlsxwriter==3.2.5
+xmlschema==4.1.0
 xmltodict==0.14.2
-zipp==3.21.0
+yarl==1.20.1
+zipp==3.23.0
diff --git a/setup.cfg b/setup.cfg
index 07327383..1e8c763f 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -37,34 +37,33 @@ zip_safe = false
 install_requires =
     aboutcode.pipeline >= 0.2.1
     arrow >= 1.3.0
-    bitarray >= 2.9.2
     debian-inspector >= 31.1.0
-    commoncode >= 32.2.0
-    Django >= 5.1.4
-    django-environ >= 0.11.2
-    django-rq >= 3.0.0
-    djangorestframework >= 3.15.2
-    django-filter >= 24.3
-    drf-spectacular >= 0.27.2
-    fetchcode >= 0.5.1
+    commoncode >= 32.3.0
+    Django >= 5.1.11
+    django-environ >= 0.12.0
+    django-rq >= 3.0.1
+    djangorestframework >= 3.16.0
+    django-filter >= 25.1
+    drf-spectacular >= 0.28.0
+    fetchcode >= 0.6.0
     gunicorn >= 23.0.0
     ftputil >= 5.1.0
     jawa >= 2.2.0
-    markdown >= 3.6
+    markdown >= 3.8.2
     natsort >= 8.4.0
-    packageurl-python >= 0.16.0
-    psycopg[binary] >= 3.2.3
-    PyGithub >= 2.3.0
+    packageurl-python >= 0.17.1
+    psycopg[binary] >= 3.2.9
+    PyGithub >= 2.6.1
     reppy2 >= 0.3.6
     rq-scheduler >= 0.14.0
     rubymarshal == 1.0.3
-    scancode-toolkit[packages] >= 32.3.0
+    scancode-toolkit[packages] >= 32.3.3
     urlpy >= 0.5
-    matchcode-toolkit >= 7.2.1
+    matchcode-toolkit >= 7.2.2
     purl2vcs >= 2.0.0
     univers >= 30.12.1
-    scancodeio @ git+https://github.com/aboutcode-org/scancode.io.git@b7bc7c9efc6d995967b70eb83695271bd1edc3b9
-    gitpython >= 3.1.43
+    scancodeio >= 35.0.0
+    GitPython >= 3.1.44
     samecode >= 0.5.1
     # FederatedCode integration
     aboutcode.federatedcode >= 0.1.0
@@ -79,7 +78,7 @@ dev =
     pytest >= 7.0.1
     pytest-xdist >= 2
     pytest-django
-    aboutcode-toolkit >= 7.0.2
+    aboutcode-toolkit >= 11.1.1
     mock
     flot
     ruff