diff --git a/.gitignore b/.gitignore
index 02ee2df..9540ee3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
 # Custom Ignores
 .ruff_cache/
+*.html
 
 # Byte-compiled / optimized / DLL files
 __pycache__/
diff --git a/docs/setup.md b/docs/setup.md
index b95b14d..36bc017 100644
--- a/docs/setup.md
+++ b/docs/setup.md
@@ -1,18 +1,18 @@
 # Setup
-To get started, clone the repo, checkout this branch, using Linux or Mac install pixi with:
+To get started, clone the repo, checkout this branch, using Linux or Mac install pixi with:  
 ```curl -fsSL https://pixi.sh/install.sh | bash```
 
-If using windows, install pixi with:
+If using windows, install pixi with:  
 ```iwr -useb https://pixi.sh/install.ps1 | iex```
 
-See here for more info on pixi: https://pixi.sh/
+See here for more info on pixi: https://pixi.sh/.
 
-Then to install the project and its dependencies, type:
+Then to install the project and its dependencies, type:  
 ```pixi install```
 
-You could activate the virtual environment with `pixi shell` or every time you want to use the environment, prefix your commands with `pixi run` inside the icedyno project folder (ex: `pixi run pytest`).
+You could activate the virtual environment with `pixi shell` (so every command uses the virtual environment until you type `exit`) or prefix your commands with `pixi run` inside the icedyno project folder (ex: `pixi run pytest`).
 
-To set up the automatic linters (that run every time you commit your work), you would run:
+To set up the automatic linters (that run every time you commit your work), you would run:  
 ```pixi run pre-commit install```
 
 ![install_pre_commit](images/install_pre_commit.png)
@@ -20,7 +20,7 @@ To set up the automatic linters (that run every time you commit your work), you
 ## Testing the set up
 If you activated the pixi environment, type `pytest`. If not, type `pixi run pytest`. You should have one dummy test that runs on that command.
 
-## Linters and pre-commit hooks
+## What does it look like when the linters and pre-commit hooks run?
 After you've installed the pre-commit hooks and have changes to commit, this is what the process will look like for committing:
 
 1. You have changes to commit:  
@@ -39,4 +39,12 @@ After you've installed the pre-commit hooks and have changes to commit, this is
 ![inspect_changes](images/inspect_changes.png)
 
 6. Add the changes and redo your commit command:  
- ![final_commit](images/final_commit.png)
\ No newline at end of file
+ ![final_commit](images/final_commit.png)
+
+## Adding new dependencies
+Just write ```pixi add conda_or_pip_package_name```. You can add multiple dependencies at once (which is better than one at a time, `pixi` will have to recompute work otherwise) by adding a space between the package names. I.e. `pixi add package1 package2 package3`.
+
+You'll see that the `pixi.toml` and `pixi.lock` files will change after adding your new dependencies -- make sure to add those changes in your next commit!
+
+## Removing a dependency
+```pixi remove package_name```
diff --git a/docs/workflow.md b/docs/workflow.md
new file mode 100644
index 0000000..93d3d07
--- /dev/null
+++ b/docs/workflow.md
@@ -0,0 +1,3 @@
+# IceDyno Dev Workflow
+
+This is where we should document how we should merge/rebase/squash/etc and things we should know while working.
diff --git a/mkdocs.yml b/mkdocs.yml
index 9346500..b991eb4 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -3,6 +3,7 @@ site_name: IceDyno Documentation
 nav:
   - Home: index.md
   - Setup: setup.md
+  - Workflow: workflow.md
 plugins:
   - search
   - mkdocstrings:
diff --git a/pixi.lock b/pixi.lock
index 9513387..674a9fc 100644
--- a/pixi.lock
+++ b/pixi.lock
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+  - idna >=2.8
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+  - sniffio >=1.1
+  - typing_extensions >=4.1
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diff --git a/pixi.toml b/pixi.toml
index 0b15be5..2a9ea1e 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -13,3 +13,4 @@ pre-commit = ">=3.6.0,<3.7"
 pytest = ">=8.0.0,<8.1"
 mkdocs = ">=1.5.3,<1.6"
 mkdocstrings = ">=0.24.0,<0.25"
+jupyterlab = ">=4.1.0,<4.2"