diff --git a/app/components/Code.tsx b/app/components/Code.tsx
index 6c56842..8049cad 100644
--- a/app/components/Code.tsx
+++ b/app/components/Code.tsx
@@ -1,15 +1,42 @@
 import { Prism as SyntaxHighlighter } from 'react-syntax-highlighter';
 import { atomDark } from 'react-syntax-highlighter/dist/esm/styles/prism';
+import RenderMermaid from "react-x-mermaid";
 
-export default function Index({
+export default function Code({
   code,
   language = 'javascript'
 }: {
   code: string;
   language?: string;
 }) {
+  // Render Mermaid diagram at build time
+  if (language === 'mermaid') {
+    return (
+    <section className="text-sm bg-white rounded-lg p-0 mb-4">
+        <RenderMermaid
+          mermaidCode={code}
+          disableCopy={true}
+          disableDownload={true}
+          mermaidConfig={{
+            theme: "dark",
+            themeVariables: {
+              background: "transparent",
+              primaryColor: "#1e1e1e",
+              primaryTextColor: "#f2f2f2",
+              primaryBorderColor: "#333",
+              lineColor: "#666",
+              secondaryColor: "#2a2a2a",
+              tertiaryColor: "#141414"
+            }
+          }}
+        />
+      </section>
+    );
+  }
+
+  // Render syntax-highlighted code
   return (
-    <section className="text-sm">
+    <section className="text-sm bg-neutral-900/50 rounded-lg p-4 border border-neutral-600/30 mb-4">
       <SyntaxHighlighter
         language={language}
         style={atomDark}
@@ -21,5 +48,5 @@ export default function Index({
         {code}
       </SyntaxHighlighter>
     </section>
-  )
+  );
 }
diff --git a/app/components/Markdown.tsx b/app/components/Markdown.tsx
index 4463ce1..2b46c25 100644
--- a/app/components/Markdown.tsx
+++ b/app/components/Markdown.tsx
@@ -122,7 +122,6 @@ function getMarkdownComponents() {
 
       return (
         <div
-          className="bg-neutral-900/50 rounded-lg p-4 border border-neutral-600/30 mb-4"
           {...props}
         >
           <Code code={codeString} language={lang} />
diff --git a/articles/architecture/index.md b/articles/architecture/index.md
index df10a5a..12c2f46 100644
--- a/articles/architecture/index.md
+++ b/articles/architecture/index.md
@@ -6,6 +6,21 @@ layout: coming-soon
 
 We're building something amazing! The technical architecture documentation is coming soon.
 
-Here's a screenshot of DocumentDB's [Visual Studio Code extension](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-documentdb).
+Pull the latest DocumentDB Docker container image:
+
+```bash
+docker pull ghcr.io/documentdb/documentdb/documentdb-local:latest
+```
+
+Here's a Mermaid diagram of a sample application you can build with DocumentDB:
+
+```mermaid
+graph LR
+    A[🌐 Web App] -->|MongoDB Protocol| D[(🗃️ DocumentDB)]
+    B[🚀 API Service] -->|MongoDB Protocol| D
+    C[⚙️ Worker Service] -->|MongoDB Protocol| D
+```
+
+Here's a screenshot of DocumentDB's [Visual Studio Code extension](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-documentdb):
 
 ![Screenshot of DocumentDB extension in Visual Studio Code.](media/index/vscode-extension-documentdb.png)
diff --git a/package-lock.json b/package-lock.json
index 3bed53b..1a0cf6f 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -12,12 +12,14 @@
         "gray-matter": "^4.0.3",
         "handlebars": "^4.7.8",
         "js-yaml": "^4.1.0",
+        "mermaid": "^11.12.2",
         "next": "^15.5.4",
         "pluralize": "^8.0.0",
         "react": "19.2.0",
         "react-dom": "19.2.0",
         "react-markdown": "^10.1.0",
         "react-syntax-highlighter": "^16.1.0",
+        "react-x-mermaid": "^0.0.10",
         "remark-gfm": "^4.0.1"
       },
       "devDependencies": {
@@ -87,6 +89,19 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/@antfu/install-pkg": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@antfu/install-pkg/-/install-pkg-1.1.0.tgz",
+      "integrity": "sha512-MGQsmw10ZyI+EJo45CdSER4zEb+p31LpDAFp2Z3gkSd1yqVZGi0Ebx++YTEMonJy4oChEMLsxZ64j8FH6sSqtQ==",
+      "license": "MIT",
+      "dependencies": {
+        "package-manager-detector": "^1.3.0",
+        "tinyexec": "^1.0.1"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/antfu"
+      }
+    },
     "node_modules/@babel/runtime": {
       "version": "7.28.4",
       "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.28.4.tgz",
@@ -96,6 +111,51 @@
         "node": ">=6.9.0"
       }
     },
+    "node_modules/@braintree/sanitize-url": {
+      "version": "7.1.1",
+      "resolved": "https://registry.npmjs.org/@braintree/sanitize-url/-/sanitize-url-7.1.1.tgz",
+      "integrity": "sha512-i1L7noDNxtFyL5DmZafWy1wRVhGehQmzZaz1HiN5e7iylJMSZR7ekOV7NsIqa5qBldlLrsKv4HbgFUVlQrz8Mw==",
+      "license": "MIT"
+    },
+    "node_modules/@chevrotain/cst-dts-gen": {
+      "version": "11.0.3",
+      "resolved": "https://registry.npmjs.org/@chevrotain/cst-dts-gen/-/cst-dts-gen-11.0.3.tgz",
+      "integrity": "sha512-BvIKpRLeS/8UbfxXxgC33xOumsacaeCKAjAeLyOn7Pcp95HiRbrpl14S+9vaZLolnbssPIUuiUd8IvgkRyt6NQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@chevrotain/gast": "11.0.3",
+        "@chevrotain/types": "11.0.3",
+        "lodash-es": "4.17.21"
+      }
+    },
+    "node_modules/@chevrotain/gast": {
+      "version": "11.0.3",
+      "resolved": "https://registry.npmjs.org/@chevrotain/gast/-/gast-11.0.3.tgz",
+      "integrity": "sha512-+qNfcoNk70PyS/uxmj3li5NiECO+2YKZZQMbmjTqRI3Qchu8Hig/Q9vgkHpI3alNjr7M+a2St5pw5w5F6NL5/Q==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@chevrotain/types": "11.0.3",
+        "lodash-es": "4.17.21"
+      }
+    },
+    "node_modules/@chevrotain/regexp-to-ast": {
+      "version": "11.0.3",
+      "resolved": "https://registry.npmjs.org/@chevrotain/regexp-to-ast/-/regexp-to-ast-11.0.3.tgz",
+      "integrity": "sha512-1fMHaBZxLFvWI067AVbGJav1eRY7N8DDvYCTwGBiE/ytKBgP8azTdgyrKyWZ9Mfh09eHWb5PgTSO8wi7U824RA==",
+      "license": "Apache-2.0"
+    },
+    "node_modules/@chevrotain/types": {
+      "version": "11.0.3",
+      "resolved": "https://registry.npmjs.org/@chevrotain/types/-/types-11.0.3.tgz",
+      "integrity": "sha512-gsiM3G8b58kZC2HaWR50gu6Y1440cHiJ+i3JUvcp/35JchYejb2+5MVeJK0iKThYpAa/P2PYFV4hoi44HD+aHQ==",
+      "license": "Apache-2.0"
+    },
+    "node_modules/@chevrotain/utils": {
+      "version": "11.0.3",
+      "resolved": "https://registry.npmjs.org/@chevrotain/utils/-/utils-11.0.3.tgz",
+      "integrity": "sha512-YslZMgtJUyuMbZ+aKvfF3x1f5liK4mWNxghFRv7jqRR9C3R3fAOGTTKvxXDa2Y1s9zSbcpuO0cAxDYsc9SrXoQ==",
+      "license": "Apache-2.0"
+    },
     "node_modules/@emnapi/core": {
       "version": "1.5.0",
       "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.5.0.tgz",
@@ -776,6 +836,23 @@
         "url": "https://github.com/sponsors/nzakas"
       }
     },
+    "node_modules/@iconify/types": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/@iconify/types/-/types-2.0.0.tgz",
+      "integrity": "sha512-+wluvCrRhXrhyOmRDJ3q8mux9JkKy5SJ/v8ol2tu4FVjyYvtEzkc/3pK15ET6RKg4b4w4BmTk1+gsCUhf21Ykg==",
+      "license": "MIT"
+    },
+    "node_modules/@iconify/utils": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@iconify/utils/-/utils-3.1.0.tgz",
+      "integrity": "sha512-Zlzem1ZXhI1iHeeERabLNzBHdOa4VhQbqAcOQaMKuTuyZCpwKbC2R4Dd0Zo3g9EAc+Y4fiarO8HIHRAth7+skw==",
+      "license": "MIT",
+      "dependencies": {
+        "@antfu/install-pkg": "^1.1.0",
+        "@iconify/types": "^2.0.0",
+        "mlly": "^1.8.0"
+      }
+    },
     "node_modules/@img/colour": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/@img/colour/-/colour-1.0.0.tgz",
@@ -1290,6 +1367,15 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
+    "node_modules/@mermaid-js/parser": {
+      "version": "0.6.3",
+      "resolved": "https://registry.npmjs.org/@mermaid-js/parser/-/parser-0.6.3.tgz",
+      "integrity": "sha512-lnjOhe7zyHjc+If7yT4zoedx2vo4sHaTmtkl1+or8BRTnCtDmcTpAjpzDSfCZrshM5bCoz0GyidzadJAH1xobA==",
+      "license": "MIT",
+      "dependencies": {
+        "langium": "3.3.1"
+      }
+    },
     "node_modules/@napi-rs/wasm-runtime": {
       "version": "0.2.12",
       "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-0.2.12.tgz",
@@ -1834,6 +1920,259 @@
         "tslib": "^2.4.0"
       }
     },
+    "node_modules/@types/d3": {
+      "version": "7.4.3",
+      "resolved": "https://registry.npmjs.org/@types/d3/-/d3-7.4.3.tgz",
+      "integrity": "sha512-lZXZ9ckh5R8uiFVt8ogUNf+pIrK4EsWrx2Np75WvF/eTpJ0FMHNhjXk8CKEx/+gpHbNQyJWehbFaTvqmHWB3ww==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-array": "*",
+        "@types/d3-axis": "*",
+        "@types/d3-brush": "*",
+        "@types/d3-chord": "*",
+        "@types/d3-color": "*",
+        "@types/d3-contour": "*",
+        "@types/d3-delaunay": "*",
+        "@types/d3-dispatch": "*",
+        "@types/d3-drag": "*",
+        "@types/d3-dsv": "*",
+        "@types/d3-ease": "*",
+        "@types/d3-fetch": "*",
+        "@types/d3-force": "*",
+        "@types/d3-format": "*",
+        "@types/d3-geo": "*",
+        "@types/d3-hierarchy": "*",
+        "@types/d3-interpolate": "*",
+        "@types/d3-path": "*",
+        "@types/d3-polygon": "*",
+        "@types/d3-quadtree": "*",
+        "@types/d3-random": "*",
+        "@types/d3-scale": "*",
+        "@types/d3-scale-chromatic": "*",
+        "@types/d3-selection": "*",
+        "@types/d3-shape": "*",
+        "@types/d3-time": "*",
+        "@types/d3-time-format": "*",
+        "@types/d3-timer": "*",
+        "@types/d3-transition": "*",
+        "@types/d3-zoom": "*"
+      }
+    },
+    "node_modules/@types/d3-array": {
+      "version": "3.2.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-array/-/d3-array-3.2.2.tgz",
+      "integrity": "sha512-hOLWVbm7uRza0BYXpIIW5pxfrKe0W+D5lrFiAEYR+pb6w3N2SwSMaJbXdUfSEv+dT4MfHBLtn5js0LAWaO6otw==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-axis": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-axis/-/d3-axis-3.0.6.tgz",
+      "integrity": "sha512-pYeijfZuBd87T0hGn0FO1vQ/cgLk6E1ALJjfkC0oJ8cbwkZl3TpgS8bVBLZN+2jjGgg38epgxb2zmoGtSfvgMw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-brush": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-brush/-/d3-brush-3.0.6.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-chord": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-chord/-/d3-chord-3.0.6.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/@types/d3-color": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/@types/d3-color/-/d3-color-3.1.3.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/@types/d3-contour": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-contour/-/d3-contour-3.0.6.tgz",
+      "integrity": "sha512-BjzLgXGnCWjUSYGfH1cpdo41/hgdWETu4YxpezoztawmqsvCeep+8QGfiY6YbDvfgHz/DkjeIkkZVJavB4a3rg==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-array": "*",
+        "@types/geojson": "*"
+      }
+    },
+    "node_modules/@types/d3-delaunay": {
+      "version": "6.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-delaunay/-/d3-delaunay-6.0.4.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/@types/d3-dispatch": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-dispatch/-/d3-dispatch-3.0.7.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/@types/d3-drag": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-drag/-/d3-drag-3.0.7.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
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+    },
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+      "dependencies": {
+        "@types/d3-dsv": "*"
+      }
+    },
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+      "dependencies": {
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+      }
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+      "dependencies": {
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+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-quadtree/-/d3-quadtree-3.0.6.tgz",
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+      "license": "MIT"
+    },
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+      "version": "3.0.3",
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+    },
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+      "version": "4.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-4.0.9.tgz",
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+      "license": "MIT",
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@@ -7850,6 +9000,12 @@
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@@ -7905,6 +9061,12 @@
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+      "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
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@@ -8473,6 +9635,12 @@
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@@ -8535,6 +9703,15 @@
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@@ -8630,6 +9807,15 @@
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+      "license": "MIT",
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@@ -8786,6 +9972,12 @@
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+      "resolved": "https://registry.npmjs.org/ufo/-/ufo-1.6.1.tgz",
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@@ -9001,9 +10193,10 @@
           "url": "https://github.com/sponsors/ai"
         }
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+      "license": "MIT",
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-        "picocolors": "^1.0.0"
+        "escalade": "^3.2.0",
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         "update-browserslist-db": "cli.js"
@@ -9021,6 +10214,19 @@
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+    "node_modules/uuid": {
+      "version": "11.1.0",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-11.1.0.tgz",
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+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "bin": {
+        "uuid": "dist/esm/bin/uuid"
+      }
+    },
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+    "node_modules/vscode-jsonrpc": {
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+      "resolved": "https://registry.npmjs.org/vscode-jsonrpc/-/vscode-jsonrpc-8.2.0.tgz",
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+      "license": "MIT",
+      "engines": {
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+      }
+    },
+    "node_modules/vscode-languageserver": {
+      "version": "9.0.1",
+      "resolved": "https://registry.npmjs.org/vscode-languageserver/-/vscode-languageserver-9.0.1.tgz",
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+      "dependencies": {
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+      },
+      "bin": {
+        "installServerIntoExtension": "bin/installServerIntoExtension"
+      }
+    },
+    "node_modules/vscode-languageserver-protocol": {
+      "version": "3.17.5",
+      "resolved": "https://registry.npmjs.org/vscode-languageserver-protocol/-/vscode-languageserver-protocol-3.17.5.tgz",
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+      "license": "MIT"
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+    "node_modules/vscode-uri": {
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diff --git a/package.json b/package.json
index e932443..c65d292 100644
--- a/package.json
+++ b/package.json
@@ -15,12 +15,14 @@
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     "handlebars": "^4.7.8",
     "js-yaml": "^4.1.0",
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     "next": "^15.5.4",
     "pluralize": "^8.0.0",
     "react": "19.2.0",
     "react-dom": "19.2.0",
     "react-markdown": "^10.1.0",
     "react-syntax-highlighter": "^16.1.0",
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     "remark-gfm": "^4.0.1"
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