diff --git a/golang/README.md b/golang/README.md
index ff80ba467..eadd873e6 100644
--- a/golang/README.md
+++ b/golang/README.md
@@ -104,7 +104,7 @@ Go (a.k.a., Golang) is a programming language first developed at Google. It is a
 The most straightforward way to use this image is to use a Go container as both the build and runtime environment. In your `Dockerfile`, writing something along the lines of the following will compile and run your project (assuming it uses `go.mod` for dependency management):
 
 ```dockerfile
-FROM golang:1.21
+FROM golang:1.22
 
 WORKDIR /usr/src/app
 
@@ -130,13 +130,13 @@ $ docker run -it --rm --name my-running-app my-golang-app
 There may be occasions where it is not appropriate to run your app inside a container. To compile, but not run your app inside the Docker instance, you can write something like:
 
 ```console
-$ docker run --rm -v "$PWD":/usr/src/myapp -w /usr/src/myapp golang:1.21 go build -v
+$ docker run --rm -v "$PWD":/usr/src/myapp -w /usr/src/myapp golang:1.22 go build -v
 ```
 
 This will add your current directory as a volume to the container, set the working directory to the volume, and run the command `go build` which will tell go to compile the project in the working directory and output the executable to `myapp`. Alternatively, if you have a `Makefile`, you can run the `make` command inside your container.
 
 ```console
-$ docker run --rm -v "$PWD":/usr/src/myapp -w /usr/src/myapp golang:1.21 make
+$ docker run --rm -v "$PWD":/usr/src/myapp -w /usr/src/myapp golang:1.22 make
 ```
 
 ## Cross-compile your app inside the Docker container
@@ -144,13 +144,13 @@ $ docker run --rm -v "$PWD":/usr/src/myapp -w /usr/src/myapp golang:1.21 make
 If you need to compile your application for a platform other than `linux/amd64` (such as `windows/386`):
 
 ```console
-$ docker run --rm -v "$PWD":/usr/src/myapp -w /usr/src/myapp -e GOOS=windows -e GOARCH=386 golang:1.21 go build -v
+$ docker run --rm -v "$PWD":/usr/src/myapp -w /usr/src/myapp -e GOOS=windows -e GOARCH=386 golang:1.22 go build -v
 ```
 
 Alternatively, you can build for multiple platforms at once:
 
 ```console
-$ docker run --rm -it -v "$PWD":/usr/src/myapp -w /usr/src/myapp golang:1.21 bash
+$ docker run --rm -it -v "$PWD":/usr/src/myapp -w /usr/src/myapp golang:1.22 bash
 $ for GOOS in darwin linux; do
 >   for GOARCH in 386 amd64; do
 >     export GOOS GOARCH
diff --git a/joomla/README.md b/joomla/README.md
index ec7fc830d..0b273c650 100644
--- a/joomla/README.md
+++ b/joomla/README.md
@@ -24,27 +24,27 @@ WARNING:
 
 # Supported tags and respective `Dockerfile` links
 
--	[`5.1.0-alpha3-php8.1-apache`, `5.1-php8.1-apache`, `5.1.alpha-php8.1-apache`, `5.1.0-alpha-php8.1-apache`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.1/apache/Dockerfile)
--	[`5.1.0-alpha3-php8.1-fpm-alpine`, `5.1-php8.1-fpm-alpine`, `5.1.alpha-php8.1-fpm-alpine`, `5.1.0-alpha-php8.1-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.1/fpm-alpine/Dockerfile)
--	[`5.1.0-alpha3-php8.1-fpm`, `5.1-php8.1-fpm`, `5.1.alpha-php8.1-fpm`, `5.1.0-alpha-php8.1-fpm`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.1/fpm/Dockerfile)
--	[`5.1.0-alpha3`, `5.1`, `5.1.alpha`, `5.1.0-alpha`, `5.1.0-alpha3-apache`, `5.1-apache`, `5.1.alpha-apache`, `5.1.0-alpha-apache`, `5.1.0-alpha3-php8.2`, `5.1-php8.2`, `5.1.alpha-php8.2`, `5.1.0-alpha-php8.2`, `5.1.0-alpha3-php8.2-apache`, `5.1-php8.2-apache`, `5.1.alpha-php8.2-apache`, `5.1.0-alpha-php8.2-apache`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.2/apache/Dockerfile)
--	[`5.1.0-alpha3-php8.2-fpm-alpine`, `5.1-php8.2-fpm-alpine`, `5.1.alpha-php8.2-fpm-alpine`, `5.1.0-alpha-php8.2-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.2/fpm-alpine/Dockerfile)
--	[`5.1.0-alpha3-php8.2-fpm`, `5.1-php8.2-fpm`, `5.1.alpha-php8.2-fpm`, `5.1.0-alpha-php8.2-fpm`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.2/fpm/Dockerfile)
--	[`5.1.0-alpha3-php8.3-apache`, `5.1-php8.3-apache`, `5.1.alpha-php8.3-apache`, `5.1.0-alpha-php8.3-apache`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.3/apache/Dockerfile)
--	[`5.1.0-alpha3-php8.3-fpm-alpine`, `5.1-php8.3-fpm-alpine`, `5.1.alpha-php8.3-fpm-alpine`, `5.1.0-alpha-php8.3-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.3/fpm-alpine/Dockerfile)
--	[`5.1.0-alpha3-php8.3-fpm`, `5.1-php8.3-fpm`, `5.1.alpha-php8.3-fpm`, `5.1.0-alpha-php8.3-fpm`](https://github.com/joomla-docker/docker-joomla/blob/6432995076a6ae520ebaed5e1cdf737c522cd3fb/5.1.alpha/php8.3/fpm/Dockerfile)
--	[`5.0.2-php8.1-apache`, `5.0-php8.1-apache`, `5-php8.1-apache`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/5.0/php8.1/apache/Dockerfile)
--	[`5.0.2-php8.1-fpm-alpine`, `5.0-php8.1-fpm-alpine`, `5-php8.1-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/ed91ffe73eb0d47340f13345b9143fa2a1bed62a/5.0/php8.1/fpm-alpine/Dockerfile)
--	[`5.0.2-php8.1-fpm`, `5.0-php8.1-fpm`, `5-php8.1-fpm`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/5.0/php8.1/fpm/Dockerfile)
--	[`5.0.2`, `5.0`, `5`, `5.0.2-apache`, `5.0-apache`, `5-apache`, `5.0.2-php8.2`, `5.0-php8.2`, `5-php8.2`, `5.0.2-php8.2-apache`, `5.0-php8.2-apache`, `5-php8.2-apache`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/5.0/php8.2/apache/Dockerfile)
--	[`5.0.2-php8.2-fpm-alpine`, `5.0-php8.2-fpm-alpine`, `5-php8.2-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/ed91ffe73eb0d47340f13345b9143fa2a1bed62a/5.0/php8.2/fpm-alpine/Dockerfile)
--	[`5.0.2-php8.2-fpm`, `5.0-php8.2-fpm`, `5-php8.2-fpm`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/5.0/php8.2/fpm/Dockerfile)
--	[`4.4.2`, `4.4`, `4`, `latest`, `4.4.2-apache`, `4.4-apache`, `4-apache`, `apache`, `4.4.2-php8.1`, `4.4-php8.1`, `4-php8.1`, `php8.1`, `4.4.2-php8.1-apache`, `4.4-php8.1-apache`, `4-php8.1-apache`, `php8.1-apache`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/4.4/php8.1/apache/Dockerfile)
--	[`4.4.2-php8.1-fpm-alpine`, `4.4-php8.1-fpm-alpine`, `4-php8.1-fpm-alpine`, `php8.1-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/ed91ffe73eb0d47340f13345b9143fa2a1bed62a/4.4/php8.1/fpm-alpine/Dockerfile)
--	[`4.4.2-php8.1-fpm`, `4.4-php8.1-fpm`, `4-php8.1-fpm`, `php8.1-fpm`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/4.4/php8.1/fpm/Dockerfile)
--	[`4.4.2-php8.2-apache`, `4.4-php8.2-apache`, `4-php8.2-apache`, `php8.2-apache`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/4.4/php8.2/apache/Dockerfile)
--	[`4.4.2-php8.2-fpm-alpine`, `4.4-php8.2-fpm-alpine`, `4-php8.2-fpm-alpine`, `php8.2-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/ed91ffe73eb0d47340f13345b9143fa2a1bed62a/4.4/php8.2/fpm-alpine/Dockerfile)
--	[`4.4.2-php8.2-fpm`, `4.4-php8.2-fpm`, `4-php8.2-fpm`, `php8.2-fpm`](https://github.com/joomla-docker/docker-joomla/blob/c9cc3661ef0064e4b2242360ecce780ffc825daa/4.4/php8.2/fpm/Dockerfile)
+-	[`5.1.0-alpha4-php8.1-apache`, `5.1-php8.1-apache`, `5.1.alpha-php8.1-apache`, `5.1.0-alpha-php8.1-apache`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.1/apache/Dockerfile)
+-	[`5.1.0-alpha4-php8.1-fpm-alpine`, `5.1-php8.1-fpm-alpine`, `5.1.alpha-php8.1-fpm-alpine`, `5.1.0-alpha-php8.1-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.1/fpm-alpine/Dockerfile)
+-	[`5.1.0-alpha4-php8.1-fpm`, `5.1-php8.1-fpm`, `5.1.alpha-php8.1-fpm`, `5.1.0-alpha-php8.1-fpm`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.1/fpm/Dockerfile)
+-	[`5.1.0-alpha4`, `5.1`, `5.1.alpha`, `5.1.0-alpha`, `5.1.0-alpha4-apache`, `5.1-apache`, `5.1.alpha-apache`, `5.1.0-alpha-apache`, `5.1.0-alpha4-php8.2`, `5.1-php8.2`, `5.1.alpha-php8.2`, `5.1.0-alpha-php8.2`, `5.1.0-alpha4-php8.2-apache`, `5.1-php8.2-apache`, `5.1.alpha-php8.2-apache`, `5.1.0-alpha-php8.2-apache`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.2/apache/Dockerfile)
+-	[`5.1.0-alpha4-php8.2-fpm-alpine`, `5.1-php8.2-fpm-alpine`, `5.1.alpha-php8.2-fpm-alpine`, `5.1.0-alpha-php8.2-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.2/fpm-alpine/Dockerfile)
+-	[`5.1.0-alpha4-php8.2-fpm`, `5.1-php8.2-fpm`, `5.1.alpha-php8.2-fpm`, `5.1.0-alpha-php8.2-fpm`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.2/fpm/Dockerfile)
+-	[`5.1.0-alpha4-php8.3-apache`, `5.1-php8.3-apache`, `5.1.alpha-php8.3-apache`, `5.1.0-alpha-php8.3-apache`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.3/apache/Dockerfile)
+-	[`5.1.0-alpha4-php8.3-fpm-alpine`, `5.1-php8.3-fpm-alpine`, `5.1.alpha-php8.3-fpm-alpine`, `5.1.0-alpha-php8.3-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.3/fpm-alpine/Dockerfile)
+-	[`5.1.0-alpha4-php8.3-fpm`, `5.1-php8.3-fpm`, `5.1.alpha-php8.3-fpm`, `5.1.0-alpha-php8.3-fpm`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.1.alpha/php8.3/fpm/Dockerfile)
+-	[`5.0.3-php8.1-apache`, `5.0-php8.1-apache`, `5-php8.1-apache`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.0/php8.1/apache/Dockerfile)
+-	[`5.0.3-php8.1-fpm-alpine`, `5.0-php8.1-fpm-alpine`, `5-php8.1-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.0/php8.1/fpm-alpine/Dockerfile)
+-	[`5.0.3-php8.1-fpm`, `5.0-php8.1-fpm`, `5-php8.1-fpm`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.0/php8.1/fpm/Dockerfile)
+-	[`5.0.3`, `5.0`, `5`, `5.0.3-apache`, `5.0-apache`, `5-apache`, `5.0.3-php8.2`, `5.0-php8.2`, `5-php8.2`, `5.0.3-php8.2-apache`, `5.0-php8.2-apache`, `5-php8.2-apache`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.0/php8.2/apache/Dockerfile)
+-	[`5.0.3-php8.2-fpm-alpine`, `5.0-php8.2-fpm-alpine`, `5-php8.2-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.0/php8.2/fpm-alpine/Dockerfile)
+-	[`5.0.3-php8.2-fpm`, `5.0-php8.2-fpm`, `5-php8.2-fpm`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/5.0/php8.2/fpm/Dockerfile)
+-	[`4.4.3`, `4.4`, `4`, `latest`, `4.4.3-apache`, `4.4-apache`, `4-apache`, `apache`, `4.4.3-php8.1`, `4.4-php8.1`, `4-php8.1`, `php8.1`, `4.4.3-php8.1-apache`, `4.4-php8.1-apache`, `4-php8.1-apache`, `php8.1-apache`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/4.4/php8.1/apache/Dockerfile)
+-	[`4.4.3-php8.1-fpm-alpine`, `4.4-php8.1-fpm-alpine`, `4-php8.1-fpm-alpine`, `php8.1-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/4.4/php8.1/fpm-alpine/Dockerfile)
+-	[`4.4.3-php8.1-fpm`, `4.4-php8.1-fpm`, `4-php8.1-fpm`, `php8.1-fpm`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/4.4/php8.1/fpm/Dockerfile)
+-	[`4.4.3-php8.2-apache`, `4.4-php8.2-apache`, `4-php8.2-apache`, `php8.2-apache`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/4.4/php8.2/apache/Dockerfile)
+-	[`4.4.3-php8.2-fpm-alpine`, `4.4-php8.2-fpm-alpine`, `4-php8.2-fpm-alpine`, `php8.2-fpm-alpine`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/4.4/php8.2/fpm-alpine/Dockerfile)
+-	[`4.4.3-php8.2-fpm`, `4.4-php8.2-fpm`, `4-php8.2-fpm`, `php8.2-fpm`](https://github.com/joomla-docker/docker-joomla/blob/667ef17a8fdf0fe6c67cae2aff095a7e803687a0/4.4/php8.2/fpm/Dockerfile)
 
 # Quick reference (cont.)
 
diff --git a/python/README.md b/python/README.md
index 20346950c..d92238af5 100644
--- a/python/README.md
+++ b/python/README.md
@@ -199,7 +199,12 @@ This tag is based off of [`buildpack-deps`](https://hub.docker.com/_/buildpack-d
 
 ## `python:<version>-slim`
 
-This image does not contain the common packages contained in the default tag and only contains the minimal packages needed to run `python`. Unless you are working in an environment where *only* the `python` image will be deployed and you have space constraints, we highly recommend using the default image of this repository.
+This image does not contain the common Debian packages contained in the default tag and only contains the minimal Debian packages needed to run `python`. Unless you are working in an environment where *only* the `python` image will be deployed and you have space constraints, we highly recommend using the default image of this repository.
+
+When using this image `pip install` will work if a suitable built distribution is available for the Python distribution package being installed. `pip install` may fail when installing a Python distribution package from a source distribution. This image does not contain the Debian packages required to compile extension modules written in other languages. Possible solutions if a `pip install` fails include:
+
+-	Use this image and install any required Debian packages before running `pip install`.
+-	Use the default image of this repository. The default image contains the most commonly required Debian packages. The majority of arbitrary `pip install`s should be successful without additional header/development Debian packages.
 
 ## `python:<version>-alpine`