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@@ -2,12 +2,15 @@ FROM python:3.11-slim
 
 WORKDIR /app
 
-COPY pyproject.toml README.md openenv.yaml ./
+# Install deps first (cached layer)
+COPY pyproject.toml ./
+RUN pip install --no-cache-dir numpy pydantic fastapi "uvicorn[standard]" websockets openai requests openenv-core
+
+# Copy app code
 COPY gridops/ gridops/
 COPY server/ server/
-COPY inference.py scripts/ ./
-
-RUN pip install --no-cache-dir .
+COPY inference.py openenv.yaml README.md ./
+COPY scripts/ scripts/
 
 EXPOSE 8000
 

gridops/server/static/index.html

@@ -511,6 +511,7 @@
       <div class="info-row"><span class="label">&#128336; Time</span><span id="timeInfo" style="font-weight:700;color:var(--cyan)">06:00 · Day 1</span></div>
       <div class="info-row"><span class="label">&#127968; Homes Will Need</span><span id="demandInfo">—</span></div>
       <div class="info-row"><span class="label">&#9728;&#65039; Solar Expected</span><span id="solarInfo">—</span></div>
+      <div class="info-row"><span class="label">&#9889; Grid Will Cover</span><span id="gridNeedInfo">—</span></div>
       <div class="info-row"><span class="label">&#128176; Grid Price</span><span id="priceInfo" style="font-weight:700">—</span></div>
       <div class="info-row"><span class="label">&#128267; Battery Charge</span><span id="socInfo">—</span></div>
       <div class="info-row"><span class="label">&#9981; Diesel Fuel Left</span><span id="fuelInfo">—</span></div>
@@ -862,6 +863,23 @@ function updateUI() {
   solEl.textContent = solKw.toFixed(0) + ' kW';
   solEl.style.color = solKw > 100 ? 'var(--yellow)' : 'var(--text-dim)';
 
+  // Grid: demand - solar = what grid needs to cover (before your battery/diesel decisions)
+  const gridGap = demKw - solKw;  // positive = importing, negative = exporting
+  const gridNeedEl = document.getElementById('gridNeedInfo');
+  if (gridGap > 200) {
+    gridNeedEl.textContent = gridGap.toFixed(0) + ' kW — OVER 200 kW LIMIT! Use battery/diesel.';
+    gridNeedEl.style.color = 'var(--red)';
+  } else if (gridGap > 150) {
+    gridNeedEl.textContent = gridGap.toFixed(0) + ' kW — near limit, consider battery';
+    gridNeedEl.style.color = 'var(--yellow)';
+  } else if (gridGap < 0) {
+    gridNeedEl.textContent = gridGap.toFixed(0) + ' kW (exporting surplus)';
+    gridNeedEl.style.color = 'var(--green)';
+  } else {
+    gridNeedEl.textContent = gridGap.toFixed(0) + ' kW';
+    gridNeedEl.style.color = 'var(--text)';
+  }
+
   const socPctRaw = ((obs.battery_soc || 0) * 100);
   const socInfoEl = document.getElementById('socInfo');
   socInfoEl.textContent = socPctRaw.toFixed(0) + '% (' + (socPctRaw * 5).toFixed(0) + ' kWh)';