diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
new file mode 100644
index 000000000..6c5e48d31
--- /dev/null
+++ b/.devcontainer/Dockerfile
@@ -0,0 +1,17 @@
+# Start from the base image
+FROM mcr.microsoft.com/devcontainers/python
+
+# Install packages
+RUN pipx install ruff
+
+# Copy the project's source code
+COPY . /workspace
+
+# Set the working directory
+WORKDIR /workspace
+
+# Install the project's dependencies
+RUN pip install -e ".[other,notebook,testing,dev]"
+
+# Install pre-commit hooks
+RUN pre-commit install
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 000000000..d3f6aa996
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,24 @@
+{
+  "name": "Adaptive",
+  "build": {
+    "dockerfile": "Dockerfile",
+    "context": ".."
+  },
+  "features": {
+    "ghcr.io/devcontainers/features/common-utils:2": {
+      "configureZshAsDefaultShell": "true",
+      "username": "vscode"
+    }
+  },
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        "ms-toolsai.jupyter",
+        "charliermarsh.ruff",
+        "oderwat.indent-rainbow"
+      ]
+    }
+  }
+}
diff --git a/environment.yml b/environment.yml
index 3ae91c491..32eddab7b 100644
--- a/environment.yml
+++ b/environment.yml
@@ -4,7 +4,7 @@ channels:
 - conda-forge
 
 dependencies:
-  - python=3.9
+  - python=3.11
   - sortedcontainers
   - sortedcollections
   - scipy
@@ -17,5 +17,5 @@ dependencies:
   - jupyter_client>=5.2.2
   - ipywidgets
   - scikit-optimize>=0.8.1
-  - scikit-learn<=0.24.2  # https://github.com/scikit-optimize/scikit-optimize/issues/1059
+  - scikit-learn
   - plotly
diff --git a/pyproject.toml b/pyproject.toml
index f0ea8eddf..260f97d66 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,6 +57,10 @@ testing = [
     "pre_commit",
     "typeguard",
 ]
+dev = [
+    "ruff",
+    "pre-commit",
+]
 
 [project.urls]
 homepage = "https://adaptive.readthedocs.io/"