diff --git a/blog/2024-11-21-optimizing-matrix-mul/index.md b/blog/2024-11-21-optimizing-matrix-mul/index.md
index 96235d4..71c99d6 100644
--- a/blog/2024-11-21-optimizing-matrix-mul/index.md
+++ b/blog/2024-11-21-optimizing-matrix-mul/index.md
@@ -128,9 +128,9 @@ import { WebGpuKernel } from './snippets/naive.tsx';
 With Rust GPU, we specify the inputs as arguments to the kernel and configure them with
 [procedural macros](https://doc.Rust-lang.org/reference/procedural-macros.html):
 
-import { RustNaiveInputs } from './snippets/naive.tsx';
+import { RustNaiveKernel } from './snippets/naive.tsx';
 
-<RustNaiveInputs/>
+<RustNaiveKernel/>
 
 This code looks like normal Rust code but _runs entirely on the GPU._
 
@@ -301,6 +301,13 @@ improvement over the last kernel.
 To stay true to the spirit of Zach's original blog post, we'll wrap things up here and
 leave the "fancier" experiments for another time.
 
+### A note on performance
+
+I didn't include performance numbers as I have a different machine than Zach. The
+complete runnable code can be [found on
+GitHub](https://github.com/Rust-GPU/rust-gpu.github.io/tree/main/blog/2024-11-21-optimizing-matrix-mul/code)
+and you can run the benchmarks yourself with `cargo bench`.
+
 ## Reflections on porting to Rust GPU
 
 Porting to Rust GPU went quickly, as the kernels Zach used were fairly simple. Most of
diff --git a/blog/2024-11-21-optimizing-matrix-mul/snippets/naive.tsx b/blog/2024-11-21-optimizing-matrix-mul/snippets/naive.tsx
index d637a49..e5232c6 100644
--- a/blog/2024-11-21-optimizing-matrix-mul/snippets/naive.tsx
+++ b/blog/2024-11-21-optimizing-matrix-mul/snippets/naive.tsx
@@ -42,11 +42,10 @@ fn main(@builtin(global_invocation_id) global_id: vec3<u32>) {
   </CodeBlock>
 );
 
-export const RustNaiveInputs: React.FC = () => (
+export const RustNaiveKernel: React.FC = () => (
   <Snippet
     language="rust"
     className="text-xs"
-    metastring="1-5,7"
     showLineNumbers
     title="Naive kernel with Rust GPU"
   >
@@ -59,6 +58,7 @@ export const RustNaiveWorkgroupCount: React.FC = () => (
     language="rust"
     className="text-xs"
     lines="26-34"
+    hash="8abb43d"
     title="Calculating on the CPU how many workgroup dispatches are needed"
   >
     {RustWorkgroupCount}
@@ -69,7 +69,8 @@ export const RustNaiveDispatch: React.FC = () => (
   <Snippet
     language="rust"
     className="text-xs"
-    lines="145,147"
+    lines="152,154"
+    hash="cbb5295"
     strip_leading_spaces
     title="Using wgpu on the CPU to dispatch workgroups to the GPU"
   >
@@ -78,7 +79,7 @@ export const RustNaiveDispatch: React.FC = () => (
 );
 
 export const RustNaiveWorkgroup: React.FC = () => (
-  <Snippet language="rust" className="text-xs" lines="7">
+  <Snippet language="rust" className="text-xs" lines="7" hash="7762339">
     {RustKernelSource}
   </Snippet>
 );
diff --git a/blog/2024-11-21-optimizing-matrix-mul/snippets/party.tsx b/blog/2024-11-21-optimizing-matrix-mul/snippets/party.tsx
index 0f3b99f..d16d930 100644
--- a/blog/2024-11-21-optimizing-matrix-mul/snippets/party.tsx
+++ b/blog/2024-11-21-optimizing-matrix-mul/snippets/party.tsx
@@ -7,7 +7,7 @@ import RustWgpuBackend from "!!raw-loader!../code/crates/cpu/matmul/src/backends
 import RustCpuBackendSource from "!!raw-loader!../code/crates/cpu/matmul/src/backends/cpu.rs";
 
 export const RustPartySettings: React.FC = () => (
-  <Snippet language="rust" className="text-xs" lines="3,9,11">
+  <Snippet language="rust" className="text-xs" lines="3,9,11" hash="47bb656">
     {RustKernelSource}
   </Snippet>
 );
@@ -19,13 +19,19 @@ export const RustIsomorphic: React.FC = () => (
 );
 
 export const RustIsomorphicGlam: React.FC = () => (
-  <Snippet language="rust" lines="15-19" className="text-xs">
+  <Snippet language="rust" lines="15-19" hash="a3dbf2f" className="text-xs">
     {RustIsomorphicSource}
   </Snippet>
 );
 
 export const RustIsomorphicDeps: React.FC = () => (
-  <Snippet language="rust" lines="9-20" className="text-xs" title="Cargo.toml">
+  <Snippet
+    language="rust"
+    lines="9-20"
+    hash="72c14d7"
+    className="text-xs"
+    title="Cargo.toml"
+  >
     {RustIsomorphicCargoToml}
   </Snippet>
 );
@@ -33,7 +39,8 @@ export const RustIsomorphicDeps: React.FC = () => (
 export const RustWgpuDimensions: React.FC = () => (
   <Snippet
     language="rust"
-    lines="98-111"
+    lines="108-118"
+    hash="cbb5295"
     className="text-xs"
     title="Creating the Dimensions struct on the CPU and writing it to the GPU"
   >
@@ -42,13 +49,13 @@ export const RustWgpuDimensions: React.FC = () => (
 );
 
 export const RustCpuBackendHarness: React.FC = () => (
-  <Snippet language="rust" className="text-xs" lines="30-72">
+  <Snippet language="rust" className="text-xs" lines="30-79" hash="7ad7cab">
     {RustCpuBackendSource}
   </Snippet>
 );
 
 export const RustCpuBackendTest: React.FC = () => (
-  <Snippet language="rust" className="text-xs" lines="155-172">
+  <Snippet language="rust" className="text-xs" lines="174-194" hash="7ad7cab">
     {RustCpuBackendSource}
   </Snippet>
 );
diff --git a/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_256.tsx b/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_256.tsx
index def6ba2..506dac6 100644
--- a/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_256.tsx
+++ b/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_256.tsx
@@ -4,7 +4,7 @@ import RustKernelSource from "!!raw-loader!../code/crates/gpu/workgroup_256/src/
 import VariantsSource from "!!raw-loader!../code/crates/cpu/matmul/src/variants.rs";
 
 export const RustWorkgroup256Workgroup: React.FC = () => (
-  <Snippet language="rust" className="text-xs" lines="7">
+  <Snippet language="rust" className="text-xs" lines="7" hash="56b3ae8">
     {RustKernelSource}
   </Snippet>
 );
@@ -13,7 +13,8 @@ export const RustWorkgroup256WorkgroupCount: React.FC = () => (
   <Snippet
     language="rust"
     className="text-xs"
-    lines="51-64"
+    lines="51-65"
+    hash="8abb43d"
     title="Calculating how many workgroup dispatches are needed on the CPU"
   >
     {VariantsSource}
diff --git a/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_2d.tsx b/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_2d.tsx
index 39ebf10..e8df4ea 100644
--- a/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_2d.tsx
+++ b/blog/2024-11-21-optimizing-matrix-mul/snippets/workgroup_2d.tsx
@@ -15,44 +15,14 @@ export const RustWorkgroup2d: React.FC = () => (
   </Snippet>
 );
 
-/*
-export const RustWorkgroup2d: React.FC = () => (
-  <Snippet
-    language="rust"
-    className="text-xs"
-    lines="7-8,15-16"
-    title="2D workgroup kernel with Rust GPU"
-  >
-    {RustKernelSource}
-  </Snippet>
-);
-*/
-
-export const RustWorkgroup2dWorkgroup: React.FC = () => (
-  <Snippet language="rust" className="text-xs" lines="7">
-    {RustKernelSource}
-  </Snippet>
-);
-
 export const RustWorkgroup2dWorkgroupCount: React.FC = () => (
   <Snippet
     language="rust"
     className="text-xs"
     lines="82-94"
+    hash="8abb43d"
     title="Calculating how many workgroup dispatches are needed on the CPU"
   >
     {VariantsSource}
   </Snippet>
 );
-
-export const RustWorkgroup2dWgpuDispatch: React.FC = () => (
-  <Snippet
-    language="rust"
-    className="text-xs"
-    lines="144,145,147"
-    strip_leading_spaces
-    title="Using wgpu on the CPU to dispatch to the GPU"
-  >
-    {WgpuBackendSource}
-  </Snippet>
-);
diff --git a/src/components/Snippet/index.tsx b/src/components/Snippet/index.tsx
index 3cc64a7..4551a89 100644
--- a/src/components/Snippet/index.tsx
+++ b/src/components/Snippet/index.tsx
@@ -1,4 +1,4 @@
-import React from "react";
+import React, { useEffect, useState } from "react";
 import CodeBlock from "@theme/CodeBlock";
 
 interface SnippetProps extends React.ComponentProps<typeof CodeBlock> {
@@ -8,27 +8,73 @@ interface SnippetProps extends React.ComponentProps<typeof CodeBlock> {
   lines?: string;
   omitted_placeholder?: string;
   strip_leading_spaces?: boolean;
+  /**
+   * Optional short hash of the content (first N characters of SHA-256),
+   * required only when `lines` is specified.
+   */
+  hash?: string;
 }
 
 /**
  * A component for rendering a snippet of code, optionally filtering lines,
- * showing ellipses for omissions, and stripping all leading spaces.
+ * showing ellipses for omissions, stripping leading spaces, and validating hash.
  */
 const Snippet: React.FC<SnippetProps> = ({
   children,
   lines,
   omitted_placeholder = "...",
   strip_leading_spaces = false,
+  hash,
   ...props
 }) => {
+  const [error, setError] = useState<string | null>(null);
+
   if (typeof children !== "string") {
-    console.error(
+    throw new Error(
       "Snippet expects children to be a string containing the file content."
     );
-    return null;
   }
 
-  // Parse the `linesToInclude` metadata string into an array of line numbers.
+  /**
+   * Utility function to compute the SHA-256 hash of a string.
+   * @param content The input string
+   * @returns Promise resolving to a hex-encoded hash
+   */
+  const computeHash = async (content: string): Promise<string> => {
+    const encoder = new TextEncoder();
+    const data = encoder.encode(content);
+    const hashBuffer = await crypto.subtle.digest("SHA-256", data);
+    return Array.from(new Uint8Array(hashBuffer))
+      .map((byte) => byte.toString(16).padStart(2, "0"))
+      .join("");
+  };
+
+  useEffect(() => {
+    if (lines) {
+      computeHash(children).then((computedHash) => {
+        const shortHash = computedHash.slice(0, 7); // Use 7 characters for the short hash
+
+        if (!hash) {
+          setError(
+            `The \`hash\` prop is required when \`lines\` is specified.\n` +
+              `Provide the following hash as the \`hash\` prop: ${shortHash}`
+          );
+        } else if (shortHash !== hash) {
+          setError(
+            `Snippet hash mismatch.\n` +
+              `Specified: ${hash}, but content is: ${shortHash} (full hash: ${computedHash}).\n` +
+              `Check if the line numbers are still relevant and update the hash.`
+          );
+        }
+      });
+    }
+  }, [children, lines, hash]);
+
+  if (error) {
+    throw new Error(error);
+  }
+
+  // Parse the `lines` metadata string into an array of line numbers.
   const parseLineRanges = (metaString?: string): number[] => {
     if (!metaString) return [];
     return metaString.split(",").flatMap((range) => {
@@ -46,16 +92,27 @@ const Snippet: React.FC<SnippetProps> = ({
     if (lines.length === 0) return content; // If no specific lines are specified, return full content.
 
     const includedContent: string[] = [];
+
+    // Filter lines and find the minimum indentation
+    const selectedLines = lines
+      .map((line) => allLines[line - 1] || "")
+      .filter((line) => line.trim().length > 0); // Ignore blank lines
+
+    const minIndent = selectedLines.reduce((min, line) => {
+      const indentMatch = line.match(/^(\s*)\S/);
+      const indentLength = indentMatch ? indentMatch[1].length : 0;
+      return Math.min(min, indentLength);
+    }, Infinity);
+
     lines.forEach((line, index) => {
       if (index > 0 && lines[index - 1] < line - 1) {
         includedContent.push(omitted_placeholder); // Add placeholder for omitted lines
       }
 
       const rawLine = allLines[line - 1] || "";
-      const formattedLine = strip_leading_spaces
-        ? rawLine.trimStart()
-        : rawLine;
-      includedContent.push(formattedLine);
+      const trimmedLine =
+        rawLine.trim().length > 0 ? rawLine.slice(minIndent) : rawLine;
+      includedContent.push(trimmedLine);
     });
 
     // Add placeholder if lines at the end are omitted