diff --git a/docs/pages/install-advanced.md b/docs/pages/install-advanced.md
new file mode 100644
index 000000000..fa0bc7708
--- /dev/null
+++ b/docs/pages/install-advanced.md
@@ -0,0 +1,271 @@
+---
+title: Advanced
+---
+
+Before diving into how Almond starts, a few words about the Almond installation.
+The installation of Almond can look complex by some aspects. Beyond that, customizing
+the installation, making sense of what it does in detail, can be tricky.
+This originates from two concerns that Almond tries to reconcile:
+- isolation of the internal dependencies of Almond from users
+- allowing the customization / tweaking of the Almond class path upon installation
+
+## Isolation of Almond internal dependencies
+
+Almond depends on fs2 and cats-effect. In order not to force its own cats / cats-effect /
+fs2 versions upon users, these internal dependencies of Almond are effectively hidden
+from users.
+
+In more detail, isolation in Almond works this way: the
+[`scala-kernel-api` module](https://repo1.maven.org/maven2/sh/almond/scala-kernel-api_@SCALA213_VERSION@)
+and its dependencies are user-facing. The rest of the Almond class path
+(the [`scala-kernel` module](https://repo1.maven.org/maven2/sh/almond/scala-kernel_@SCALA213_VERSION@)
+and its dependencies, but for everything already pulled by `scala-kernel-api`) are internal
+dependencies, hidden from users.
+
+Isolation between these two set of dependencies is achieved by starting Almond using
+[launchers generated by coursier](https://get-coursier.io/docs/cli-bootstrap). (Note that
+the coursier documentation doesn't really detail how dependency isolation works. We detail
+that right below here.)
+
+If we put dependencies isolation aside, these launchers are a small Java application, alongside a
+resource file listing URLs of the JARs that should be loaded. Upon startup, the launcher reads
+the URL list, check if these are in the coursier cache and downloads them if they're not. Then it
+creates a `ClassLoader`, loads the local copies of the JARs in it, and loads and calls the main
+class of the application from it.
+
+With dependencies isolation enabled, these launchers actually embed two lists of JARs: a "top"
+one (corresponding to user dependencies for Almond), and a "bottom" one (for Almond, internal
+dependencies, with cats-effect, fs2, etc.). Upon startup, they create a first class loader
+with the top dependencies, and
+a second one, having the first class loader as a parent, with the bottom dependencies. In such
+cases, the way class loaders work on the JVM makes the classes loaded in the bottom class loader
+"see" the classes in the top one, but not the other way around. Later on,
+when the app runs, it can ask for the class loader of a class it knows is part of the top
+dependencies, which gives it a reference to the top class loader, that knows nothing about the
+bottom dependencies.
+
+Almond relies on that mechanism to get a class loader that only knows about user-facing
+dependencies. That class loader is used as a parent of the class loader that's going to
+load the classes generated during the session (those corresponding to the input user
+code in the notebook). That way, users only "see" user-facing dependencies, not internal
+ones, and they can load whichever other version of the same internal dependencies as Almond.
+
+## About the installation process
+
+When passed the `--install` option, Almond tries to determine the path of its own launcher,
+and copies it alongside the `kernel.json` file it generates for Jupyter to be able to launch
+Almond. That way, the launcher used during the installation can be safely deleted right after
+the installation.
+
+## Creating an Almond launcher and installing it
+
+This section describes how to install Almond for a specific Scala version. Even
+though the instructions below may rely on newer coursier features, installing Almond
+this way has been the recommended way to proceed since Almond exists. In the next section,
+we'll describe a novel way to install Almond, relying on an intermediate launcher, that allows
+notebook users to customize the Scala version, the JVM they use, Java options (including
+memory options), on a per notebook basis.
+
+### `cs launch --use-bootstrap`
+
+The easiest way to generate an Almond launcher consists in… not generating one. The
+`cs launch` command, when passed `--use-bootstrap`, launches an application via a
+temporary launcher it generates on-the-fly.
+
+```text
+$ cs launch --use-bootstrap almond:@VERSION@ --scala @SCALA213_VERSION@ -- --install
+```
+
+Note the use of `--` - arguments before it are arguments for `cs`, those after are arguments
+for Almond.
+
+To list the options that the launcher accepts, run
+```text
+$ cs launch --use-bootstrap almond:@VERSION@ --scala @SCALA213_VERSION@ -- --help
+```
+
+### `cs bootstrap`
+
+Alternatively to using `cs launch --use-bootstrap`, you can generate a launcher with
+`cs bootstrap`, then launch it on your own:
+```text
+$ cs bootstrap almond:@VERSION@ --scala @SCALA213_VERSION@ -o almond
+$ ./almond --install
+$ rm -f almond
+```
+
+## Creating an Almond launcher and installing it - newer launcher
+
+The newer launcher allows users to configure Almond in the first cells of notebooks
+(more precisely, before any actual code - that is, not comments or blank lines - needs to be compiled), with
+directives like
+```scala
+//> using scala "2.12"
+//> using scala "@SCALA212_VERSION@"
+//> using jvm "17"
+//> using javaOpt "-Xmx10g"
+//> using javaOpt "-Dfoo=bar"
+```
+
+The newer launcher can be installed with
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- --scala @SCALA213_VERSION@ --install
+```
+(`sh.almond:launcher_3:@VERSION@` also works as a dependency in case `cs` is having issues finding out the
+`_3` suffix on its own)
+
+Just like above, you can also generate a launcher on your own first, then use it install Almond:
+```text
+$ cs bootstrap sh.almond::launcher:@VERSION@ -- --scala @SCALA213_VERSION@ -o almond --install
+$ ./almond --install
+$ rm -f almond
+```
+
+Important thing to note here: the Scala version must be passed as argument to Almond itself, rather than
+to `cs`. The launcher uses its own Scala version (Scala 3), then, later on, spawns the same Almond kernel as above
+on its own, that takes over as a kernel. The argument passed via `--scala` corresponds to the default
+Scala version that will be used, if users don't specify a version of their own via a directive like
+`//> using scala "@SCALA213_VERSION@"`. Specify that option is optional: without it, Almond will default
+to the Scala 3 version that Almond uses at the time of its release (which should be the latest stable Scala 3
+version at the time of the release).
+
+To list the options that the launcher accepts, run
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- --help
+```
+
+Note that some options can be passed directly to the kernel that the launcher will spawn at the beginning
+of notebooks, after another `--`, like
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- --scala @SCALA213_VERSION@ --install -- --toree-api
+```
+
+To list the options that can be passed this way, run
+```text
+$ cs launch --use-bootstrap almond:@VERSION@ --scala @SCALA213_VERSION@ -- --help
+```
+
+## Custom URL protocol support
+
+Custom protocol support for `java.net.URL` needs the JARs supporting it to be passed to the `-cp`
+option of `java`. Using the new launcher above, such JARs can be passed via `--extra-startup-class-path`, like
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- \
+  --install \
+  --scala @SCALA213_VERSION@ \
+  --extra-startup-class-path "$(cs fetch io.get-coursier:s3-support:0.1.0)"
+```
+(In this example, we pass the JARs of [coursier s3-support](https://github.com/coursier/s3-support) to `-cp` via
+`--extra-startup-class-path`.)
+
+## Enabling Toree compatibility
+
+### Core magics
+
+Almond has some support for [Toree](https://github.com/apache/incubator-toree) ["magics"](https://github.com/apache/incubator-toree/blob/5b19aac2e56a56d35c888acc4ed5e549b1f4ed7c/etc/examples/notebooks/magic-tutorial.ipynb).
+This support makes it easier to migrate from Toree to Almond for example.
+
+Enable it with the `--toree-magics` option, that both the former and the new Almond launcher accept:
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- \
+  --install \
+  --scala @SCALA213_VERSION@ \
+  --toree-magics
+```
+
+Alternatively to `--toree-magics`, pass `--toree-compatibility` that enables both `--toree-magics`
+and `--toree-api` (see below).
+
+You can then use magics like `%AddDeps`, `%AddJar`, `%LsMagic`, etc., in notebook cells.
+
+### Spark magics
+
+Support for the `%sql` magic, relying on Spark, needs to be enabled from a "predef" script. It also
+requires parts of the Toree magics support to be put in the user-facing part of the Almond class path
+(so that calls to it from the user side are picked up by Almond internals later on).
+
+To enable that from a former launcher, pass `--shared sh.almond::toree-hooks` when generating the launcher:
+```text
+$ cs launch --use-bootstrap almond:@VERSION@ --shared sh.almond::toree-hooks --scala @SCALA213_VERSION@ -- --install
+```
+
+To enable it from a new launcher, pass `--shared-dependencies sh.almond::toree-hooks:_` to the launcher, like
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- \
+  --install \
+  --scala @SCALA213_VERSION@ \
+  --shared-dependencies sh.almond::toree-hooks:_ \
+  --toree-magics
+```
+
+Then, from a predef script, call
+```scala
+almond.spark.ToreeSql.setup()
+```
+
+Complete example with the new launcher:
+```text
+$ cat predef.sc
+import $ivy.`sh.almond::almond-toree-spark:@VERSION@`
+almond.spark.ToreeSql.setup()
+
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- \
+  --install \
+  --scala @SCALA213_VERSION@ \
+  --shared-dependencies sh.almond::toree-hooks:_ \
+  --toree-magics \
+  --predef predef.sc
+```
+
+### Toree API
+
+Enable basic support for the Toree API with `--toree-api`.
+
+Enable it with the `--toree-magics` option, that both the former and the new Almond launcher accept:
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- \
+  --install \
+  --scala @SCALA213_VERSION@ \
+  --toree-api
+```
+
+Alternatively to `--toree-api`, pass `--toree-compatibility` that enables both `--toree-magics` (see above)
+and `--toree-api`.
+
+Some Toree API calls are then supported:
+```scala
+kernel.display.html("<b>foo</b>")
+```
+
+## Using custom Maven repositories
+
+If you want to use custom Maven repositories rather than Maven Central, you need to set
+[`COURSIER_REPOSITORIES`](https://github.com/coursier/coursier/blob/3e212b42d3bda5d80453b4e7804670ccf75d4197/doc/docs/other-repositories.md)
+at few places. It needs to be set when installing Almond, and when Jupyter starts Almond.
+
+This can be achieved the following way, with the former launcher:
+```text
+$ export COURSIER_REPOSITORIES="ivy2Local|https://artifacts.company.com/maven"
+$ cs launch --use-bootstrap almond:@VERSION@ --scala @SCALA213_VERSION@ -- \
+    --env "COURSIER_REPOSITORIES=$COURSIER_REPOSITORIES"
+```
+
+`--env` sets environment variables in the kernel spec that gets written when installing Almond. Jupyter
+sets those prior to launching Almond when users open notebooks.
+
+## Available options
+
+To list the options that the former launcher accepts, run
+```text
+$ cs launch --use-bootstrap almond:@VERSION@ --scala @SCALA213_VERSION@ -- --help
+```
+
+To list the options that the newer launcher accepts, run
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- --help
+```
+
+Note that the newer launcher also accepts the former launcher options after an extra `--`, like
+```text
+$ cs launch --use-bootstrap sh.almond::launcher:@VERSION@ -- --scala @SCALA213_VERSION@ --install -- --toree-api
+```
diff --git a/docs/pages/quick-start-install.md b/docs/pages/quick-start-install.md
index 44078ebf1..04f2cf9ba 100644
--- a/docs/pages/quick-start-install.md
+++ b/docs/pages/quick-start-install.md
@@ -19,7 +19,7 @@ like
 ```text
 $ curl -Lo coursier https://git.io/coursier-cli
 $ chmod +x coursier
-$ ./coursier launch --fork almond -- --install
+$ ./coursier launch --use-bootstrap almond -- --install
 $ rm -f coursier
 ```
 
@@ -28,13 +28,13 @@ from the ones handled by coursier.
 
 You can specify explicit Almond and / or Scala versions, like
 ```text
-$ ./coursier launch --fork almond:0.10.0 --scala 2.12.11 -- --install
+$ ./coursier launch --use-bootstrap almond:0.10.0 --scala 2.12.11 -- --install
 ```
 
 Short Scala versions, like just `2.12` or `2.13`, are accepted too.
 The available versions of Almond can be found [here](https://github.com/almond-sh/almond/releases).
 Not all Almond and Scala versions combinations are available.
-See the possible combinations [here](install-versions.md)).
+See the possible combinations [here](install-versions.md).
 
 
 <details>
@@ -42,7 +42,7 @@ See the possible combinations [here](install-versions.md)).
 ```bat
 > bitsadmin /transfer downloadCoursierCli https://git.io/coursier-cli "%cd%\coursier"
 > bitsadmin /transfer downloadCoursierBat https://git.io/coursier-bat "%cd%\coursier.bat"
-> .\coursier launch --fork almond -M almond.ScalaKernel -- --install
+> .\coursier launch --use-bootstrap almond -M almond.ScalaKernel -- --install
 ```
 </details>
 
@@ -52,12 +52,12 @@ Once the kernel is installed, you can use it within Jupyter or nteract.
 
 Pass `--help` instead of `--install`, like
 ```text
-$ ./coursier launch --fork almond -- --help
+$ ./coursier launch --use-bootstrap almond -- --help
 ```
 
 ## Update the almond kernel
 
-To update the almond kernel, just re-install it, but passing the `--force` option to almond (like `./coursier launch --fork almond -- --install --force`). That will override any previous almond (or kernel with name `scala`).
+To update the almond kernel, just re-install it, but passing the `--force` option to almond (like `./coursier launch --use-bootstrap almond -- --install --force`). That will override any previous almond (or kernel with name `scala`).
 
 ## Uninstall the almond kernel
 
diff --git a/docs/website/sidebars.json b/docs/website/sidebars.json
index 6bbef3285..bc294af11 100644
--- a/docs/website/sidebars.json
+++ b/docs/website/sidebars.json
@@ -2,7 +2,7 @@
   "docs": {
     "Intro": ["intro"],
     "Try it": ["try-mybinder", "try-docker", "try-deepnote"],
-    "Installation": ["quick-start-install", "install-options", "install-multiple", "install-versions", "install-other"],
+    "Installation": ["quick-start-install", "install-options", "install-multiple", "install-versions", "install-other", "install-advanced"],
     "Usage": ["usage-plotting", "usage-spark"],
     "User API": ["api", "api-ammonite", "api-jupyter", "api-access-instances"],
     "Development": ["dev-from-sources", "dev-custom-kernel", "dev-libraries", "dev-website"]