diff --git a/.devcontainer/compose.yaml b/.devcontainer/compose.yaml
new file mode 100644
index 0000000..ae4c6bf
--- /dev/null
+++ b/.devcontainer/compose.yaml
@@ -0,0 +1,14 @@
+version: '3'
+
+services:
+  project:
+    image: mcr.microsoft.com/devcontainers/base:debian
+    volumes:
+      - ../..:/workspaces:cached
+    command: sleep infinity # Overrides default command so things don't shut down after the process ends.
+
+  mlflow:
+    image: ghcr.io/mlflow/mlflow:v2.10.0
+    entrypoint: ["mlflow", "server", "--host", "0.0.0.0"]
+    ports:
+      - "5000"
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 0000000..c33fe33
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,14 @@
+{
+    "dockerComposeFile": "compose.yaml",
+    "service": "project",
+    "workspaceFolder": "/workspaces/${localWorkspaceFolderBasename}",
+    "features": {
+        "ghcr.io/julialang/devcontainer-features/julia:1": {
+            "channel": "release"
+        }
+    },
+    "containerEnv": {
+        "JULIA_PROJECT": "/workspaces/${localWorkspaceFolderBasename}",
+        "MLFLOW_TRACKING_URI": "http://mlflow:5000",
+    }
+}