diff --git a/client/src/components/Markdown/Editor/CodeEditor.vue b/client/src/components/Markdown/Editor/CodeEditor.vue
index cf0de4ac8b6a..49953ff29e32 100644
--- a/client/src/components/Markdown/Editor/CodeEditor.vue
+++ b/client/src/components/Markdown/Editor/CodeEditor.vue
@@ -1,66 +1,82 @@
-<script setup lang="ts">
-import { ref, onMounted, watch } from "vue";
-//@ts-ignore
-import Prism from "prismjs";
-import "prismjs/components/prism-json"; // Load the language
-import "prismjs/plugins/line-numbers/prism-line-numbers.css"; // Line numbers plugin styles
-import "prismjs/plugins/line-numbers/prism-line-numbers"; // Line numbers plugin
-
-// Props to pass initial content
-const props = defineProps({
-    content: {
-        type: String,
-        required: true,
-    },
-});
-
-// References
-const editor = ref<HTMLElement | null>(null);
-const highlightedContent = ref(props.content);
-
-function render() {
-    highlightedContent.value = Prism.highlight(props.content, Prism.languages.json, "json");
-}
-
-// Setup Prism.js
-onMounted(() => {
-    render();
-});
-
-// Re-highlight when content changes
-watch(() => props.content, () => {
-    render();
-});
-</script>
-
 <template>
     <div contenteditable="true" ref="editor" class="prism-editor">
-        <pre class="language-json line-numbers" style="background: transparent"><code v-html="highlightedContent"></code></pre>
+      <pre class="language-json line-numbers"><code v-html="highlightedContent"></code></pre>
     </div>
-</template>
-
-<style>
-.prism-editor {
+  </template>
+  
+  <script setup lang="ts">
+  import { ref, onMounted, watch } from "vue";
+  //@ts-ignore
+  import Prism from "prismjs";
+  import "prismjs/themes/prism-coy.css"; // Choose your theme
+  import "prismjs/components/prism-json"; // Load the language
+  import "prismjs/plugins/line-numbers/prism-line-numbers.css"; // Line numbers plugin styles
+  import "prismjs/plugins/line-numbers/prism-line-numbers"; // Line numbers plugin
+  
+  // Props for initial content
+  const props = defineProps({
+    content: {
+      type: String,
+      required: true,
+    },
+  });
+  
+  // Refs
+  const editor = ref<HTMLElement | null>(null);
+  const highlightedContent = ref(props.content);
+  
+  // Helper function to add indent guides
+  function addIndentGuides(content: string): string {
+    return content.replace(/^(\s+)/gm, (match) => {
+      return match
+        .split("")
+        .map(() => '<span class="indent-guide">|</span>')
+        .join("");
+    });
+  }
+  
+  // Watch for content changes and re-highlight
+  watch(() => props.content, () => {
+    highlightedContent.value = addIndentGuides(
+      Prism.highlight(props.content, Prism.languages.json, "json")
+    );
+  });
+  
+  // Initialize Prism.js highlighting on mount
+  onMounted(() => {
+    highlightedContent.value = addIndentGuides(
+      Prism.highlight(props.content, Prism.languages.json, "json")
+    );
+  });
+  </script>
+  
+  <style scoped>
+  /* Editor Styling */
+  .prism-editor {
+    border: 1px solid #ccc;
+    background: #f9f9f9;
     font-family: monospace;
+    padding: 1rem;
     white-space: pre-wrap;
     overflow-x: auto;
-}
-
-
-/* Line Numbers Styling */
-pre.line-numbers {
+    border-radius: 5px;
+    position: relative;
+  }
+  
+  /* Line Numbers Styling */
+  pre.line-numbers {
     position: relative;
-    padding-left: 3.8em !important; /* Adjust depending on line number width */
+    padding-left: 3.8em !important; /* Adjust for line number width */
     counter-reset: linenumber;
-}
-
-pre.line-numbers > code {
+  }
+  
+  pre.line-numbers > code {
     position: relative;
     display: block;
     padding-left: 0;
-}
-
-.line-numbers-rows {
+  }
+  
+  .line-numbers-rows {
     position: absolute;
     pointer-events: none;
     top: 0;
@@ -71,21 +87,21 @@ pre.line-numbers > code {
     font-size: 0.875em;
     line-height: 1.5;
     text-align: right;
-}
-
-/* Indent Guides Styling */
-.prism-editor code {
+  }
+  
+  /* Indent Guides Styling */
+  .prism-editor code {
     background: transparent;
     position: relative;
-}
-
-.prism-editor code span.indent-guide {
+  }
+  
+  .prism-editor code span.indent-guide {
     display: inline-block;
     width: 1em;
     margin-left: -1em;
     color: #ccc;
     pointer-events: none;
     font-size: 0.9em;
-}
-</style>
-
+  }
+  </style>
+  
\ No newline at end of file