diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index a7cfc876..6c71f4ba 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -6,7 +6,7 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
+  UV_VERSION: "0.12.10"
   UV_PROJECT_ENVIRONMENT: venv
 
 concurrency:
diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 7aece740..7266aa3c 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -6,7 +6,7 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
+  UV_VERSION: "0.12.10"
   UV_PROJECT_ENVIRONMENT: venv
 
 concurrency:
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index f8750ec1..27aeddfb 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -7,7 +7,7 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
+  UV_VERSION: "0.12.10"
   UV_PROJECT_ENVIRONMENT: venv
 
 concurrency:
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 21f4a092..2b537266 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -5,7 +5,7 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
+  UV_VERSION: "0.12.10"
   UV_PROJECT_ENVIRONMENT: venv
 
 concurrency:
@@ -98,7 +98,7 @@ jobs:
     if: ${{ needs.build_test.result == 'success' }}
     permissions:
       contents: write  # Required for release-tag reusable workflow to push signed tags
-    uses: ./.github/workflows/release-tag.yml
+    uses: $/.github/workflows/release-tag.yml
     secrets:
       GPG_PRIVATE_KEY: ${{ secrets.GPG_PRIVATE_KEY }}
 
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 29948c14..12c6df96 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -5,7 +5,7 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
+  UV_VERSION: "0.12.10"
   UV_PROJECT_ENVIRONMENT: venv
 
 concurrency:
diff --git a/.github/workflows/supply-chain.yml b/.github/workflows/supply-chain.yml
index 3622ed80..79c5d240 100644
--- a/.github/workflows/supply-chain.yml
+++ b/.github/workflows/supply-chain.yml
@@ -7,9 +7,9 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
+  UV_VERSION: "0.12.10"
   UV_PROJECT_ENVIRONMENT: venv
-  PIP_AUDIT_VERSION: "2.10.0"
+  PIP_AUDIT_VERSION: "2.10.1"
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.head_ref || github.ref }}
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 0a77483f..946c20cc 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -7,7 +7,7 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
+  UV_VERSION: "0.12.10"
   UV_PROJECT_ENVIRONMENT: venv
 
 concurrency:
diff --git a/.github/workflows/zizmor.yml b/.github/workflows/zizmor.yml
index 72025cea..e51f3489 100644
--- a/.github/workflows/zizmor.yml
+++ b/.github/workflows/zizmor.yml
@@ -7,8 +7,8 @@ permissions:
 
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-  UV_VERSION: "0.12.7"
-  ZIZMOR_VERSION: "1.29.0"
+  UV_VERSION: "0.12.10"
+  ZIZMOR_VERSION: "1.30.0"
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.head_ref || github.ref }}
diff --git a/.github/zizmor.yml b/.github/zizmor.yml
index 35970ca0..19b34d6f 100644
--- a/.github/zizmor.yml
+++ b/.github/zizmor.yml
@@ -30,8 +30,13 @@ rules:
         - pypa/gh-action-pypi-publish
         - softprops/action-gh-release
         - astral-sh/setup-uv
+        - astral-sh/ruff-pre-commit
+        - astral-sh/uv-pre-commit
         - codecov/codecov-action
         - google/osv-scanner-action/osv-scanner-action
+        - pre-commit/mirrors-mypy
+        - pre-commit/pre-commit-hooks
+        - pre-commit/pygrep-hooks
 
   dependabot-cooldown:
     config:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f4051697..06890835 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,18 +3,18 @@ default_language_version:
 
 repos:
   - repo: https://github.com/astral-sh/uv-pre-commit
-    rev: 0.12.7
+    rev: 0.12.10
     hooks:
       - id: uv-lock
         args: [ --check ]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.16.5
+    rev: v0.16.6
     hooks:
       - id: ruff-check
         args: [ --fix, --exit-non-zero-on-fix ]
       - id: ruff-format
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v2.1.0
+    rev: v2.3.1
     hooks:
       - id: mypy
         pass_filenames: false
diff --git a/Makefile b/Makefile
index 513bf7cd..f53a6f6d 100644
--- a/Makefile
+++ b/Makefile
@@ -1,7 +1,7 @@
 .ONESHELL:
 
-UV_VERSION ?= 0.12.7
-PIP_AUDIT_VERSION ?= 2.10.0
+UV_VERSION ?= 0.12.10
+PIP_AUDIT_VERSION ?= 2.10.1
 
 .PHONY: all install update test lint audit clean builddocs servedocs cleandocs
 
diff --git a/docs/source/development/contributing.rst b/docs/source/development/contributing.rst
index 273ce8b6..bd84d8c3 100644
--- a/docs/source/development/contributing.rst
+++ b/docs/source/development/contributing.rst
@@ -18,7 +18,7 @@ Development Setup
    cd openseries
 
 3. Create the development environment. This installs the pinned uv version
-   (``uv==0.12.7``), syncs locked ``dev`` and ``docs`` dependencies from
+   (``uv==0.12.10``), syncs locked ``dev`` and ``docs`` dependencies from
    ``uv.lock``, and installs pre-commit hooks:
 
 .. code-block:: bash
diff --git a/docs/source/user_guide/installation.rst b/docs/source/user_guide/installation.rst
index 3213a087..6f85fc12 100644
--- a/docs/source/user_guide/installation.rst
+++ b/docs/source/user_guide/installation.rst
@@ -119,7 +119,7 @@ Development Installation
 ------------------------
 
 If you plan to contribute to openseries or need the development dependencies,
-use the same pinned tooling as CI (``uv==0.12.7``):
+use the same pinned tooling as CI (``uv==0.12.10``):
 
 .. code-block:: bash
 
@@ -136,8 +136,8 @@ dependencies include:
 - **pytest** (>=9.1.0) - Testing framework
 - **pytest-cov** (>=7.1.0) - Coverage plugin
 - **pytest-xdist** (>=3.8.0) - Parallel test runner
-- **mypy** (==2.1.0) - Static type checking
-- **ruff** (==0.16.5) - Linting and formatting
+- **mypy** (==2.3.1) - Static type checking
+- **ruff** (==0.16.6) - Linting and formatting
 - **pre-commit** (>=4.6.0) - Git hooks for code quality
 
 Troubleshooting
diff --git a/make.ps1 b/make.ps1
index ab421a3f..b6ae19aa 100644
--- a/make.ps1
+++ b/make.ps1
@@ -14,8 +14,8 @@ param (
 
 $ErrorActionPreference = 'Stop'
 
-$UV_VERSION = "0.12.7"
-$PIP_AUDIT_VERSION = "2.10.0"
+$UV_VERSION = "0.12.10"
+$PIP_AUDIT_VERSION = "2.10.1"
 
 # Ensure we run from repo root
 Push-Location (Split-Path -Parent $MyInvocation.MyCommand.Definition)
diff --git a/pyproject.toml b/pyproject.toml
index 105934ad..eee059a2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,13 +63,13 @@ dependencies = [
 
 [project.optional-dependencies]
 dev = [
-    "mypy==2.1.0",
+    "mypy==2.3.1",
     "pandas-stubs>=2.1.2",
     "pre-commit>=4.6.0",
     "pytest>=9.1.0",
     "pytest-cov>=7.1.0",
     "pytest-xdist>=3.8.0",
-    "ruff==0.16.5",
+    "ruff==0.16.6",
     "scipy-stubs>=1.14.1.0",
     "setuptools>=82",
     "types-openpyxl>=3.1.2",
diff --git a/scripts/run-zizmor.sh b/scripts/run-zizmor.sh
index ecb6c52e..aa16dfba 100755
--- a/scripts/run-zizmor.sh
+++ b/scripts/run-zizmor.sh
@@ -1,7 +1,7 @@
 #!/usr/bin/env bash
 set -euo pipefail
 
-readonly ZIZMOR_VERSION=1.29.0
+readonly ZIZMOR_VERSION=1.30.0
 
 if [[ -z "${GH_TOKEN:-}" && -z "${GITHUB_TOKEN:-}" ]]; then
   if command -v gh >/dev/null 2>&1 && gh auth status >/dev/null 2>&1; then
diff --git a/uv.lock b/uv.lock
index 843d315a..5f8e9399 100644
--- a/uv.lock
+++ b/uv.lock
@@ -33,78 +33,78 @@ wheels = [
 
 [[package]]
 name = "anyio"
-version = "4.14.2"
+version = "4.15.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna" },
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a9/d2/f4d173e22df740bc37b1db102b386ba719b66e95b0f0d751f556b387e6d2/anyio-4.15.1.tar.gz", hash = "sha256:9f28306018cbd6d329e64a36d58256edff76dd996fe423bc957326e578b82a94", size = 276966, upload-time = "2026-09-05T10:42:39.44Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
+    { url = "https://files.pythonhosted.org/packages/12/b8/4bd346e22b28902df4d651910f5242c28d84e4a5c2435ca5c3f797ed7e2e/anyio-4.15.1-py3-none-any.whl", hash = "sha256:6152fdbbf9a77fdec97731721bebf7c4c44f7c29b424b0065826173efc7ed101", size = 132079, upload-time = "2026-09-05T10:42:37.923Z" },
 ]
 
 [[package]]
 name = "ast-serialize"
-version = "0.8.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e1/a9/11851c3e02a3fea2ddc9932d1fdc7d2edaeecc0d2e11bc5f2a7fde2b0934/ast_serialize-0.8.0.tar.gz", hash = "sha256:6c37c43e4004dfb42d321ddedc569dc17ff4259296f3af577c9ea46a809bc010", size = 845638, upload-time = "2026-08-07T11:29:02.152Z" }
-wheels = [
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-    { url = "https://files.pythonhosted.org/packages/03/e1/48802de9b22a2bcad42ec80601a17e3f69172fe4f590e6311bcc2b323aeb/ast_serialize-0.8.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:2efa40b068197d5efb62655b43baadb842ed71c4958cccd3e8b86a35726f0119", size = 1177662, upload-time = "2026-08-07T11:27:36.196Z" },
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