diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..887a2c1
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,2 @@
+# SCM syntax highlighting & preventing 3-way merges
+pixi.lock merge=binary linguist-language=YAML linguist-generated=true
diff --git a/.gitignore b/.gitignore
index 3282f40..1e528fd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,3 +16,4 @@ _build/
 # pixi environments
 .pixi/*
 !.pixi/config.toml
+report.svg
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 0000000..7e104d7
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,6957 @@
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diff --git a/pixi.toml b/pixi.toml
new file mode 100644
index 0000000..049b936
--- /dev/null
+++ b/pixi.toml
@@ -0,0 +1,37 @@
+[workspace]
+authors = ["Oscar Esteban <code@oscaresteban.es>"]
+channels = ["conda-forge"]
+name = "nipreps-book"
+platforms = ["linux-64", "osx-arm64"]
+version = "0.1.0"
+
+[tasks]
+
+[dependencies]
+python = "==3.11"
+dipy = ">=1.11.0,<2"
+numpy = "<2"
+
+[pypi-dependencies]
+attr = "*"
+ghp-import = "*"
+jupyter-book = "*"
+jupytext = "*"
+jupyterlab = "*"
+matplotlib = "*"
+nibabel = "*"
+nilearn = "*"
+nifreeze = { git = "https://github.com/nipreps/nifreeze.git", rev = "main" }
+nitransforms = "<24"
+niworkflows = ">=1.4.0rc5"
+pytest = "*"
+requests = "*"
+
+[tasks.build-book]
+cmd = "jupyter-book build docs"
+
+[tasks.test]
+cmd = "pytest"
+
+[tasks.serve]
+cmd = "jupyter lab"
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index f2ef59f..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,16 +0,0 @@
-attr
-dipy
-ghp-import
-jupyter-book
-jupytext
-jupyterlab
-matplotlib
-nibabel
-git+https://github.com/nipreps/nifreeze.git@main
-nilearn
-nitransforms
-nireports
-niworkflows >= 1.4.0rc5
-numpy
-pytest
-requests