diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 73d6dc5d..13a5bc73 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,7 +5,7 @@ repos:
         name: Run pytest and check if tests pass
         entry: |
           bash -c '
-          pytest --cov --cov-report term-missing --show-capture=no | tee pytest_output.txt
+          uv run pytest --cov --cov-report term-missing --show-capture=no | tee pytest_output.txt
           pytest_exit_code=${PIPESTATUS[0]}
           if [ $pytest_exit_code -ne 0 ]; then
             echo "Tests failed." >&2
@@ -31,7 +31,7 @@ repos:
         name: Run pylint
         entry:  |
           bash -c '
-          pylint $(git ls-files "*.py") | tee pylint_output.txt
+          uv run pylint $(git ls-files "*.py") | tee pylint_output.txt
           if ! grep -q "Your code has been rated at 10.00/10" pylint_output.txt; then
             echo "Lint score is below 10/10." >&2
             exit 1
@@ -42,6 +42,6 @@ repos:
 
       - id: black
         name: Check black formatting
-        entry: bash -c "black --check ."
+        entry: bash -c "uv run black --check ."
         language: system
         pass_filenames: false
diff --git a/docs/tutorials/getting_started/setup.md b/docs/tutorials/getting_started/setup.md
index 17ca0445..62c5d16f 100644
--- a/docs/tutorials/getting_started/setup.md
+++ b/docs/tutorials/getting_started/setup.md
@@ -8,11 +8,11 @@ The DJ Tools library requires a minimum version of Python 3.9. As always, when w
 - Windows installation: [Windows releases](https://www.python.org/downloads/windows/)
 
 ## DJ Tools
-1. Run `uv pip install "djtools[accelerated]"` to install the DJ Tools library
-    - To install DJ Tools without the accelerated computation for Levenshtein distance (might be difficult to install the binaries for non-technical users), run `uv pip install djtools`
-    - You can install the pre-release version with `uv pip install djtools --pre`
-    - If you want to restrict the version being installed to not include, say, the next minor version's beta release then you can do so like `uv pip install "djtools<2.5.0" --pre`
-    - Note that installing with the `--pre` flag will also install pre-release versions for all dependencies which may cause breakage, in that case you can target specific pre-release versions like this `uv pip install djtools==2.4.1-rc9`
+1. Run `pip install "djtools[accelerated]"` to install the DJ Tools library
+    - To install DJ Tools without the accelerated computation for Levenshtein distance (might be difficult to install the binaries for non-technical users), run `pip install djtools`
+    - You can install the pre-release version with `pip install djtools --pre`
+    - If you want to restrict the version being installed to not include, say, the next minor version's beta release then you can do so like `pip install djtools<2.5.0 --pre`
+    - Note that installing with the `--pre` flag will also install pre-release versions for all dependencies which may cause breakage, in that case you can target specific pre-release versions like this `pip install djtools==2.4.1-rc9`
 1. Confirm your installation works by running `djtools`
 1. [Optional] link the `configs` directory of the installation to a user-friendly location for easy editing of your config files: `djtools --link-configs path/to/new/location/`
 1. Edit your configuration files to support your usage needs ([see here for more details](configuration.md))
diff --git a/docs/tutorials/getting_started/usage.md b/docs/tutorials/getting_started/usage.md
index f6e92dd4..413e28db 100644
--- a/docs/tutorials/getting_started/usage.md
+++ b/docs/tutorials/getting_started/usage.md
@@ -54,7 +54,7 @@ For example, whenever I install the newest version of DJ Tools, I remove my link
 
 install djtools:
 
-`uv pip install djtools`
+`pip install djtools`
 
 run the following command to link the installed configs directory:
 
diff --git a/scripts/collection/get_hot_cue_timings.py b/scripts/collection/get_hot_cue_timings.py
index 2a5a3924..83af2236 100644
--- a/scripts/collection/get_hot_cue_timings.py
+++ b/scripts/collection/get_hot_cue_timings.py
@@ -19,7 +19,7 @@
 except ModuleNotFoundError as exc:
     msg = (
         'The "BeautifulSoup" library is required; install with '
-        "'uv pip install bs4'"
+        "'pip install bs4'"
     )
     logger.critical(msg)
     raise RuntimeError(msg) from exc
@@ -165,7 +165,7 @@ def get_tracks_from_collection(xml_path: str) -> List[Track]:
     except FeatureNotFound as exc:
         msg = (
             'Could not open %s; please install "lxml" by running '
-            "'uv pip install lxml'" % str(path)
+            "'pip install lxml'" % str(path)
         )
         logger.critical(msg)
         raise RuntimeError(msg) from exc
diff --git a/scripts/repair/swap_title_artist.py b/scripts/repair/swap_title_artist.py
index 273d5d42..a04c7f42 100644
--- a/scripts/repair/swap_title_artist.py
+++ b/scripts/repair/swap_title_artist.py
@@ -72,7 +72,7 @@
 except ImportError:
     logger.warning(
         "NOTE: Track similarity can be made faster by running "
-        '`uv pip install "djtools[levenshtein]"`'
+        '`pip install "djtools[levenshtein]"`'
     )
 
 
diff --git a/src/djtools/__main__.py b/src/djtools/__main__.py
index 28aa7ffc..a2a2c484 100644
--- a/src/djtools/__main__.py
+++ b/src/djtools/__main__.py
@@ -42,7 +42,7 @@
     logger = logging.getLogger(__name__)
     logger.warning(
         "NOTE: Track similarity can be made faster by running "
-        "`uv pip install python-Levenshtein`"
+        "`pip install python-Levenshtein"
     )
 
 
diff --git a/uv.lock b/uv.lock
index 884f560c..ff88ecc9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -737,7 +737,7 @@ wheels = [
 
 [[package]]
 name = "djtools"
-version = "2.9.1rc3"
+version = "2.9.1rc4"
 source = { editable = "." }
 dependencies = [
     { name = "asyncpraw" },