diff --git a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/bash/page.mdx b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/bash/page.mdx
index 0478795a8..b0ec39d26 100644
--- a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/bash/page.mdx
+++ b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/bash/page.mdx
@@ -6,14 +6,14 @@ You'll need to pass the `language` parameter with value `bash`.
 import { Sandbox } from '@e2b/code-interpreter'
 
 const sbx = await Sandbox.create()
-const execution = await sbx.runCode('console.log("Hello, world!")', { language: 'bash' })
+const execution = await sbx.runCode('echo "Hello, world!"', { language: 'bash' })
 console.log(execution)
 ```
 ```python
 from e2b_code_interpreter import Sandbox
 
 sbx = Sandbox()
-execution = sbx.run_code('console.log("Hello, world!")', { language: 'bash' })
+execution = sbx.run_code("echo 'Hello, world!'", language="bash")
 print(execution)
 ```
 </CodeGroup>
\ No newline at end of file
diff --git a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/java/page.mdx b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/java/page.mdx
index 43461ba39..6fdf1894d 100644
--- a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/java/page.mdx
+++ b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/java/page.mdx
@@ -13,7 +13,7 @@ console.log(execution)
 from e2b_code_interpreter import Sandbox
 
 sbx = Sandbox()
-execution = sbx.run_code('System.out.println("Hello, world!");', { language: 'java' })
+execution = sbx.run_code('System.out.println("Hello, world!");', language="java")
 print(execution)
 ```
 </CodeGroup>
\ No newline at end of file
diff --git a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/javascript/page.mdx b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/javascript/page.mdx
index 00f3a17a0..031fe6c96 100644
--- a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/javascript/page.mdx
+++ b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/javascript/page.mdx
@@ -13,7 +13,7 @@ console.log(execution)
 from e2b_code_interpreter import Sandbox
 
 sbx = Sandbox()
-execution = sbx.run_code('console.log("Hello, world!")', { language: 'js' })
+execution = sbx.run_code('console.log("Hello, world!")', language="js")
 print(execution)
 ```
 </CodeGroup>
\ No newline at end of file
diff --git a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/page.mdx b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/page.mdx
index e587ffd7c..9d6f51dc5 100644
--- a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/page.mdx
+++ b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/page.mdx
@@ -3,11 +3,11 @@
 Typically you use Python to run AI-generated code for data analysis but you can use other languages as well.
 
 Out of the box E2B Sandbox supports:
-- [Python](/docs/code-interpreting/analyze-data/supported-languages/python)
-- [JavaScript](/docs/code-interpreting/analyze-data/supported-languages/javascript)
-- [R](/docs/code-interpreting/analyze-data/supported-languages/r)
-- [Java](/docs/code-interpreting/analyze-data/supported-languages/java)
-- [Bash](/docs/code-interpreting/analyze-data/supported-languages/bash)
+- [Python](/docs/code-interpreting/supported-languages/python)
+- [JavaScript](/docs/code-interpreting/supported-languages/javascript)
+- [R](/docs/code-interpreting/supported-languages/r)
+- [Java](/docs/code-interpreting/supported-languages/java)
+- [Bash](/docs/code-interpreting/supported-languages/bash)
 
 <Note>
 You can use any custom language runtime by creating a [custom sandbox template](/docs/sandbox-template).
diff --git a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/r/page.mdx b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/r/page.mdx
index d3a9d750c..7f48c3b33 100644
--- a/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/r/page.mdx
+++ b/apps/web/src/app/(docs)/docs/code-interpreting/supported-languages/r/page.mdx
@@ -6,14 +6,14 @@ You'll need to pass the `language` parameter with value `r`.
 import { Sandbox } from '@e2b/code-interpreter'
 
 const sbx = await Sandbox.create()
-const execution = await sbx.runCode('console.log("Hello, world!")', { language: 'r' })
+const execution = await sbx.runCode('print("Hello, world!")', { language: 'r' })
 console.log(execution)
 ```
 ```python
 from e2b_code_interpreter import Sandbox
 
 sbx = Sandbox()
-execution = sbx.run_code('console.log("Hello, world!")', { language: 'r' })
+execution = sbx.run_code('print("Hello, world!")', language="r")
 print(execution)
 ```
 </CodeGroup>
\ No newline at end of file