diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..2f0a3db
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,6 @@
+.venv/
+__pycache__/
+*.pyc
+*.pyo
+.git/
+*.bat
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..690824f
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.12-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+EXPOSE 5010
+
+CMD ["python", "app.py"]
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..2d6abc0
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,8 @@
+services:
+  toroid:
+    build: .
+    ports:
+      - "5010:5010"
+    volumes:
+      - ./presets:/app/presets
+    restart: unless-stopped
diff --git a/templates/index.html b/templates/index.html
index dc67f01..e188fbe 100644
--- a/templates/index.html
+++ b/templates/index.html
@@ -772,7 +772,7 @@ async function runDesign() {
 
   try {
     const payload = buildPayload();
-    const resp = await fetch('/api/design', {
+    const resp = await fetch('api/design', {
       method: 'POST',
       headers: {'Content-Type': 'application/json'},
       body: JSON.stringify(payload),
@@ -901,7 +901,7 @@ async function runOperatingPoint() {
       constraints: collectConstraints(),
     });
 
-    const resp = await fetch('/api/simulate', {
+    const resp = await fetch('api/simulate', {
       method: 'POST',
       headers: {'Content-Type': 'application/json'},
       body: JSON.stringify(payload),
@@ -1001,7 +1001,7 @@ async function runSweep() {
       },
     });
 
-    const resp = await fetch('/api/sweep', {
+    const resp = await fetch('api/sweep', {
       method: 'POST',
       headers: {'Content-Type': 'application/json'},
       body: JSON.stringify(payload),
@@ -1463,7 +1463,7 @@ function presetApply(ptype, data) {
 async function presetRefresh(ptype) {
   const sel = document.getElementById(`preset-sel-${ptype}`);
   if (!sel) return null;
-  const resp = await fetch(`/api/presets/${ptype}`);
+  const resp = await fetch(`api/presets/${ptype}`);
   const data = await resp.json();
   if (!data.success) return null;
   sel.innerHTML = data.names.length === 0
@@ -1479,7 +1479,7 @@ async function presetLoad(ptype) {
   const sel = document.getElementById(`preset-sel-${ptype}`);
   const name = sel ? sel.value : '';
   if (!name) return;
-  const resp = await fetch(`/api/presets/${ptype}/${encodeURIComponent(name)}`);
+  const resp = await fetch(`api/presets/${ptype}/${encodeURIComponent(name)}`);
   const data = await resp.json();
   if (!data.success) { alert('Load failed: ' + data.error); return; }
   presetApply(ptype, data.data);
@@ -1493,7 +1493,7 @@ async function presetSave(ptype) {
   const name = nameEl ? nameEl.value.trim() : '';
   if (!name) { alert('Enter a preset name first.'); return; }
   const payload = presetExtract(ptype);
-  const resp = await fetch(`/api/presets/${ptype}/${encodeURIComponent(name)}`, {
+  const resp = await fetch(`api/presets/${ptype}/${encodeURIComponent(name)}`, {
     method: 'POST',
     headers: {'Content-Type': 'application/json'},
     body: JSON.stringify(payload),
@@ -1511,7 +1511,7 @@ async function presetDelete(ptype) {
   const name = sel ? sel.value : '';
   if (!name || name === '(no saved presets)') return;
   if (!confirm(`Delete preset "${name}"?`)) return;
-  const resp = await fetch(`/api/presets/${ptype}/${encodeURIComponent(name)}`, { method: 'DELETE' });
+  const resp = await fetch(`api/presets/${ptype}/${encodeURIComponent(name)}`, { method: 'DELETE' });
   const data = await resp.json();
   if (!data.success) { alert('Delete failed: ' + data.error); return; }
   await presetRefresh(ptype);
@@ -1523,7 +1523,7 @@ async function initPresets() {
     const info = await presetRefresh(ptype);
     if (info && info.last) {
       // Auto-load last used
-      const resp = await fetch(`/api/presets/${ptype}/${encodeURIComponent(info.last)}`);
+      const resp = await fetch(`api/presets/${ptype}/${encodeURIComponent(info.last)}`);
       const d = await resp.json();
       if (d.success) presetApply(ptype, d.data);
     }
@@ -1536,7 +1536,7 @@ async function initPresets() {
 (async () => {
   // initPresets returns after applying last-used presets (if any)
   const windingsInfo = await (async () => {
-    const r = await fetch('/api/presets/windings');
+    const r = await fetch('api/presets/windings');
     const d = await r.json();
     return d.success ? d : null;
   })();
diff --git a/templates/manual.html b/templates/manual.html
index a736e1c..167afbb 100644
--- a/templates/manual.html
+++ b/templates/manual.html
@@ -266,7 +266,7 @@
     <div class="container">
         <div class="header">
             <h1>🔧 Manual Simulation</h1>
-            <a href="/" class="nav-link">⚡ Go to Optimizer</a>
+            <a href="./" class="nav-link">⚡ Go to Optimizer</a>
         </div>
         <p class="subtitle">Directly specify tap settings and input voltage to simulate transformer performance</p>
 
@@ -455,7 +455,7 @@
             loading.classList.remove('hidden');
 
             try {
-                const response = await fetch('/api/simulate', {
+                const response = await fetch('api/simulate', {
                     method: 'POST',
                     headers: {
                         'Content-Type': 'application/json',
@@ -523,7 +523,7 @@
         // Load transformer info on page load
         async function loadTransformerInfo() {
             try {
-                const response = await fetch('/api/transformer_info');
+                const response = await fetch('api/transformer_info');
                 const data = await response.json();
 
                 // Update tap options based on actual transformer
diff --git a/toroid.service b/toroid.service
new file mode 100644
index 0000000..25c76a2
--- /dev/null
+++ b/toroid.service
@@ -0,0 +1,14 @@
+[Unit]
+Description=Toroid Transformer Designer
+After=docker.service
+Requires=docker.service
+
+[Service]
+Type=oneshot
+RemainAfterExit=yes
+WorkingDirectory=/home/brent/um-apps/toroid
+ExecStart=/usr/bin/docker compose up -d
+ExecStop=/usr/bin/docker compose down
+
+[Install]
+WantedBy=multi-user.target