diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c6f21168..7e5d2a0a 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -43,14 +43,12 @@ jobs:
       with:
         persist-credentials: false
     - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
-      id: python
       with:
         python-version: "3.x"
+    - uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
     - uses: j178/prek-action@53276d8b0d10f8b6672aa85b4588c6921d0370cc # v2.0.1
     - name: PyLint checks
-      run: pipx run --python "${STEPS_PYTHON_OUTPUTS_PYTHON_PATH}" nox -s pylint -- --output-format=github
-      env:
-        STEPS_PYTHON_OUTPUTS_PYTHON_PATH: ${{ steps.python.outputs.python-path }}
+      run: uvx nox -s pylint -- --output-format=github
 
   sample:
     name: Generate a sample project
diff --git a/bin/bump_version.py b/bin/bump_version.py
index a7b095f0..366baffa 100755
--- a/bin/bump_version.py
+++ b/bin/bump_version.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
 
 # /// script
 # dependencies = ["click", "packaging", "prek"]
diff --git a/bin/generate_pyodide_constraints.py b/bin/generate_pyodide_constraints.py
index e378dd8e..aad425c6 100755
--- a/bin/generate_pyodide_constraints.py
+++ b/bin/generate_pyodide_constraints.py
@@ -1,4 +1,14 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "click",
+#   "cibuildwheel",
+# ]
+#
+# [tool.uv.sources]
+# cibuildwheel = { path = ".." }
+# ///
 
 import sys
 import textwrap
diff --git a/bin/generate_schema.py b/bin/generate_schema.py
index b2f63118..022ffe35 100755
--- a/bin/generate_schema.py
+++ b/bin/generate_schema.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env -S uv run -q
+#!/usr/bin/env -S uv run --script
 
 # /// script
 # dependencies = ["pyyaml"]
diff --git a/bin/inspect_all_known_projects.py b/bin/inspect_all_known_projects.py
index 60688c4b..03964796 100755
--- a/bin/inspect_all_known_projects.py
+++ b/bin/inspect_all_known_projects.py
@@ -1,4 +1,17 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "click",
+#   "pygithub",
+#   "pyyaml",
+#   "rich",
+#   "cibuildwheel",
+# ]
+#
+# [tool.uv.sources]
+# cibuildwheel = { path = ".." }
+# ///
 
 """
 Check known projects for usage of requires-python.
diff --git a/bin/make_dependency_update_pr.py b/bin/make_dependency_update_pr.py
index 0d46aada..2240a629 100755
--- a/bin/make_dependency_update_pr.py
+++ b/bin/make_dependency_update_pr.py
@@ -1,4 +1,10 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "click",
+# ]
+# ///
 
 
 import os
diff --git a/bin/projects.py b/bin/projects.py
index 8caa7535..f58d1bdc 100755
--- a/bin/projects.py
+++ b/bin/projects.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
 
 # /// script
 # dependencies = [
diff --git a/bin/readme_changelog.py b/bin/readme_changelog.py
index 29c30293..30d7ffe6 100755
--- a/bin/readme_changelog.py
+++ b/bin/readme_changelog.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
 
 import re
 from pathlib import Path
diff --git a/bin/readme_options_table.py b/bin/readme_options_table.py
index 203d6bf5..d15c040b 100755
--- a/bin/readme_options_table.py
+++ b/bin/readme_options_table.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
 
 import dataclasses
 import re
diff --git a/bin/run_example_ci_configs.py b/bin/run_example_ci_configs.py
index 71bbd338..fbc392f8 100755
--- a/bin/run_example_ci_configs.py
+++ b/bin/run_example_ci_configs.py
@@ -1,4 +1,10 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "click",
+# ]
+# ///
 
 
 import os
diff --git a/bin/run_tests.py b/bin/run_tests.py
index ed315042..e636e2b2 100755
--- a/bin/run_tests.py
+++ b/bin/run_tests.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
 
 
 import argparse
diff --git a/bin/sample_build.py b/bin/sample_build.py
index b86f9724..21550afb 100755
--- a/bin/sample_build.py
+++ b/bin/sample_build.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
 
 
 import argparse
diff --git a/bin/update_docker.py b/bin/update_docker.py
index 1e358b29..8eccde3a 100755
--- a/bin/update_docker.py
+++ b/bin/update_docker.py
@@ -1,4 +1,11 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "packaging",
+#   "requests",
+# ]
+# ///
 
 import configparser
 import dataclasses
diff --git a/bin/update_how_it_works_image.py b/bin/update_how_it_works_image.py
index 54350ace..b8cf9c9d 100755
--- a/bin/update_how_it_works_image.py
+++ b/bin/update_how_it_works_image.py
@@ -1,42 +1,45 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "playwright",
+# ]
+# ///
 
 import subprocess
+import sys
 import tempfile
 from pathlib import Path
 
-try:
-    from playwright.sync_api import sync_playwright  # type: ignore[import-not-found]
-except ImportError:
-    msg = """
-        playwright not found. Install it with:
-            pip install playwright
-            playwright install chromium
+from playwright.sync_api import sync_playwright  # type: ignore[import-not-found]
 
-        Or, run this script with:
-            nox -s update_how_it_works_image
-        """
-    raise SystemExit(msg) from None
+CSS = """
+    <link href="https://fonts.googleapis.com/css2?family=Lato&display=swap" rel="stylesheet">
+    <style>
+        html, body {
+          font-family: Lato, "Helvetica Neue", Helvetica, Arial, sans-serif;
+          font-weight: 400;
+          font-size: 16px;
+          color: #404040;
+          background: white;
+          margin: 0;
+          padding: 0;
+        }
+        * {
+          box-sizing: border-box;
+        }
+    </style>
+"""
 
 
 def main() -> None:
+    subprocess.run([sys.executable, "-m", "playwright", "install", "chromium"], check=True)
+
+    html_str = Path("docs/diagram.html").read_text()
+    html_str = f"<html><head>{CSS}</head><body>{html_str}</body></html>"
+
     with tempfile.TemporaryDirectory() as tmp_dir_str:
-        tmp_dir = Path(tmp_dir_str)
-        subprocess.run(["mkdocs", "build", "--site-dir", tmp_dir], check=True)
-
-        html_str = Path("docs/diagram.html").read_text()
-        css_tags = f"""
-            <style>{(tmp_dir / "css/theme.css").read_text()}</style>
-            <style>{(tmp_dir / "css/theme_extra.css").read_text()}</style>
-            <style>{(tmp_dir / "extra.css").read_text()}</style>
-            <style>
-                body {{
-                    background: white;
-                }}
-            </style>
-        """
-        html_str = f"<html><head>{css_tags}</head><body>{html_str}</body></html>"
-
-        html_path = Path(tmp_dir) / "diagram_screenshot.html"
+        html_path = Path(tmp_dir_str) / "diagram_screenshot.html"
         html_path.write_text(html_str)
 
         dest_path = Path("docs/data/how-it-works.png")
diff --git a/bin/update_nodejs.py b/bin/update_nodejs.py
index a564fad0..f45bb413 100755
--- a/bin/update_nodejs.py
+++ b/bin/update_nodejs.py
@@ -1,4 +1,13 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "click",
+#   "packaging",
+#   "requests",
+#   "rich",
+# ]
+# ///
 
 
 import dataclasses
diff --git a/bin/update_python_build_standalone.py b/bin/update_python_build_standalone.py
index b9ac3726..15b425df 100755
--- a/bin/update_python_build_standalone.py
+++ b/bin/update_python_build_standalone.py
@@ -1,4 +1,13 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "cibuildwheel",
+# ]
+#
+# [tool.uv.sources]
+# cibuildwheel = { path = ".." }
+# ///
 
 import json
 
diff --git a/bin/update_pythons.py b/bin/update_pythons.py
index f998a617..b99a079e 100755
--- a/bin/update_pythons.py
+++ b/bin/update_pythons.py
@@ -1,4 +1,17 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "click",
+#   "packaging",
+#   "requests",
+#   "rich",
+#   "cibuildwheel",
+# ]
+#
+# [tool.uv.sources]
+# cibuildwheel = { path = ".." }
+# ///
 
 
 import difflib
diff --git a/bin/update_virtualenv.py b/bin/update_virtualenv.py
index ce5ceca2..c51c8725 100755
--- a/bin/update_virtualenv.py
+++ b/bin/update_virtualenv.py
@@ -1,4 +1,16 @@
-#!/usr/bin/env python3
+#!/usr/bin/env -S uv run --script
+
+# /// script
+# dependencies = [
+#   "click",
+#   "packaging",
+#   "rich",
+#   "cibuildwheel",
+# ]
+#
+# [tool.uv.sources]
+# cibuildwheel = { path = ".." }
+# ///
 
 
 import dataclasses
diff --git a/noxfile.py b/noxfile.py
index 53530de4..5644369b 100755
--- a/noxfile.py
+++ b/noxfile.py
@@ -69,12 +69,10 @@ def update_constraints(session: nox.Session) -> None:
     Update the dependencies inplace.
     """
 
-    session.install("-e.", "click")
-
     resources = Path("cibuildwheel/resources")
 
     if session.venv_backend != "uv":
-        session.install("uv>=0.1.23")
+        session.install("uv>=0.9")
 
     # CUSTOM_COMPILE_COMMAND is a pip-compile option that tells users how to
     # regenerate the constraints files
@@ -108,8 +106,7 @@ def update_constraints(session: nox.Session) -> None:
 
         tmp_file = Path(session.create_tmp()) / "constraints-pyodide.in"
 
-        session.run(
-            "python",
+        session.install_and_run_script(
             "bin/generate_pyodide_constraints.py",
             "--output-file",
             tmp_file,
@@ -135,13 +132,11 @@ def update_pins(session: nox.Session) -> None:
     Update the python, docker, virtualenv, node, and python-build-standalone
     version pins inplace.
     """
-    pyproject = nox.project.load_toml()
-    session.install("-e.", *nox.project.dependency_groups(pyproject, "bin"))
-    session.run("python", "bin/update_pythons.py", "--force")
-    session.run("python", "bin/update_docker.py")
-    session.run("python", "bin/update_virtualenv.py", "--force")
-    session.run("python", "bin/update_nodejs.py", "--force")
-    session.run("python", "bin/update_python_build_standalone.py")
+    session.install_and_run_script("bin/update_pythons.py", "--force")
+    session.install_and_run_script("bin/update_docker.py")
+    session.install_and_run_script("bin/update_virtualenv.py", "--force")
+    session.install_and_run_script("bin/update_nodejs.py", "--force")
+    session.install_and_run_script("bin/update_python_build_standalone.py")
 
 
 @nox.session(default=False, reuse_venv=True, tags=["update"])
@@ -189,11 +184,7 @@ def update_how_it_works_image(session: nox.Session) -> None:
     """
     Generate the how it works image.
     """
-    pyproject = nox.project.load_toml()
-    session.install("-e.", *nox.project.dependency_groups(pyproject, "docs"))
-    session.install("playwright")
-    session.run("playwright", "install", "chromium")
-    session.run("python", "bin/update_how_it_works_image.py")
+    session.install_and_run_script("bin/update_how_it_works_image.py")
 
 
 @nox.session(default=False)
diff --git a/pyproject.toml b/pyproject.toml
index 896c037c..d5c92213 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,15 +66,6 @@ Documentation = "https://cibuildwheel.pypa.io"
 Homepage = "https://github.com/pypa/cibuildwheel"
 
 [dependency-groups]
-bin = [
-    "click",
-    "packaging>=21.0",
-    "pip-tools",
-    "pygithub",
-    "pyyaml",
-    "requests",
-    "rich>=9.6",
-]
 docs = [
     "jinja2>=3.1.2",
     "mkdocs-include-markdown-plugin==6.2.2",
@@ -97,7 +88,6 @@ test = [
     "xdoctest",
 ]
 dev = [
-    {include-group = "bin"},
     {include-group = "docs"},
     {include-group = "test"},
 ]