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+        <li class="md-nav__item">
+  <a href="#auto-shutdown-for-inactive-dev-environmentsno-idle-gpus" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auto-shutdown for inactive dev environments—no idle GPUs
+      
+    </span>
+  </a>
+  
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+        <li class="md-nav__item">
+  <a href="#auto-shutdown-for-inactive-dev-environmentsno-idle-gpus" class="md-nav__link">
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+      
+        Auto-shutdown for inactive dev environments—no idle GPUs
+      
+    </span>
+  </a>
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+    <div class="md-post__meta md-meta">
+      <ul class="md-meta__list">
+        <li class="md-meta__item">
+          <time datetime="2025-02-19 00:00:00+00:00">February 19, 2025</time></li>
+        
+          <li class="md-meta__item">
+            in
+            
+              <a href="../../category/dev-environments/" class="md-meta__link">Dev environments</a></li>
+        
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+            
+              2 min read
+            
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+  <div class="md-post__content md-typeset">
+    <h2 id="auto-shutdown-for-inactive-dev-environmentsno-idle-gpus"><a class="toclink" href="../../inactive-dev-environments-auto-shutdown/">Auto-shutdown for inactive dev environments—no idle GPUs</a></h2>
+<p>Whether you’re using cloud or on-prem compute, you may want to test your code before launching a
+training task or deploying a service. <code>dstack</code>’s <a href="../../../docs/concepts/dev-environments/">dev environments</a>
+make this easy by setting up a remote machine, cloning your repository, and configuring your IDE —all within 
+a container that has GPU access.</p>
+<p>One issue with dev environments is forgetting to stop them or closing your laptop, leaving the GPU idle and costly. With
+our latest update, <code>dstack</code> now detects inactive environments and automatically shuts them down, saving you money.</p>
+<p><img src="https://github.com/dstackai/static-assets/blob/main/static-assets/images/inactive-dev-environments-auto-shutdown.png?raw=true" width="630"/></p>
+
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blog/archive/2024/page/2/index.html

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