diff --git a/dev/breeze/pyproject.toml b/dev/breeze/pyproject.toml
index 3004765559d67..1fa5a9c39e61e 100644
--- a/dev/breeze/pyproject.toml
+++ b/dev/breeze/pyproject.toml
@@ -46,7 +46,7 @@ dependencies = [
     "black>=25.0.0",
     # There is a bug in Click 8.2.0 and 8.2.1 that makes flag variables do not properly evaluate
     # "false"-y values set in environment variables. See https://github.com/pallets/click/issues/2952
-    "click>=8.1.8,<8.2.0",
+    "click>=8.1.8,<8.4.0",
     "filelock>=3.13.0",
     "flit>=3.12.0",
     "flit-core>=3.12.0",
@@ -69,7 +69,7 @@ dependencies = [
     "restructuredtext-lint>=1.4.0",
     # Temporarily pinned to fix for changes in https://github.com/ewels/rich-click/releases/tag/v1.9.0
     # Example failure without it: https://github.com/apache/airflow/actions/runs/17770084165/job/50505281673?pr=55725
-    "rich-click>=1.7.1,<1.9.0",
+    "rich-click>=1.7.1,<1.10.0",
     "rich>=13.6.0",
     "tabulate>=0.9.0",
     "tomli>=2.0.1; python_version < '3.11'",
diff --git a/dev/requirements.txt b/dev/requirements.txt
index a631eb34cc675..945ef81e69e18 100644
--- a/dev/requirements.txt
+++ b/dev/requirements.txt
@@ -1,6 +1,6 @@
 click>=8.0
 jinja2>=2.11.3
-keyring==25.6.0
+keyring==25.7.0
 PyGithub
 jsonpath_ng
 jsonschema
diff --git a/docker_tests/requirements.txt b/docker_tests/requirements.txt
index 1bc734730b110..50e25195d1b65 100644
--- a/docker_tests/requirements.txt
+++ b/docker_tests/requirements.txt
@@ -3,4 +3,4 @@ pytest-xdist
 # Requests 3 if it will be released, will be heavily breaking.
 requests>=2.27.0,<3
 python-on-whales>=0.70.0
-hatchling==1.27.0
+hatchling==1.28.0
diff --git a/pyproject.toml b/pyproject.toml
index 53d7a2892f71a..12eb795a10982 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,15 +22,15 @@
 # The dependencies can be automatically upgraded by running:
 # pre-commit run --hook-stage manual update-build-dependencies --all-files
 requires = [
-    "GitPython==3.1.45",
+    "GitPython==3.1.46",
     "gitdb==4.0.12",
-    "hatchling==1.27.0",
-    "packaging==25.0",
-    "pathspec==0.12.1",
+    "hatchling==1.28.0",
+    "packaging==26.0",
+    "pathspec==1.0.4",
     "pluggy==1.6.0",
     "smmap==5.0.2",
     "tomli==2.2.1; python_version < '3.11'",
-    "trove-classifiers==2025.9.9.12",
+    "trove-classifiers==2026.1.14.14",
 ]
 build-backend = "hatchling.build"