diff --git a/docs/references/constructor.mdx b/docs/references/constructor.mdx
index 52da1ff34..aca8f132d 100644
--- a/docs/references/constructor.mdx
+++ b/docs/references/constructor.mdx
@@ -258,127 +258,3 @@ After calling `stagehand.init()`, you receive an `InitResult` object:
 <ParamField path="sessionId" type="string" required>
   Unique identifier for the browser session.
 </ParamField>
-
-### Code Examples
-
-<Tabs>
-<Tab title="Browserbase">
-
-<CodeGroup>
-```typescript TypeScript
-import { Stagehand } from "@browserbasehq/stagehand";
-
-const stagehand = new Stagehand({
-  env: "BROWSERBASE",
-  apiKey: process.env.BROWSERBASE_API_KEY,
-  projectId: process.env.BROWSERBASE_PROJECT_ID,
-  verbose: 1,
-});
-
-const { sessionUrl } = await stagehand.init();
-console.log(`View session at: ${sessionUrl}`);
-```
-
-```python Python
-from stagehand import Stagehand
-import os
-
-stagehand = Stagehand(
-    env="BROWSERBASE",
-    api_key=os.environ["BROWSERBASE_API_KEY"],
-    project_id=os.environ["BROWSERBASE_PROJECT_ID"],
-    verbose=1,
-)
-
-result = await stagehand.init()
-print(f"View session at: {result.session_url}")
-```
-</CodeGroup>
-
-</Tab>
-<Tab title="Local Development">
-
-<CodeGroup>
-```typescript TypeScript
-import { Stagehand } from "@browserbasehq/stagehand";
-
-const stagehand = new Stagehand({
-  env: "LOCAL",
-  verbose: 2,
-  localBrowserLaunchOptions: {
-    headless: false,
-  },
-});
-
-const { debugUrl, sessionId } = await stagehand.init();
-console.log(`Session: ${sessionId}`);
-```
-
-```python Python
-from stagehand import Stagehand
-
-stagehand = Stagehand(
-    env="LOCAL",
-    verbose=2,
-    local_browser_launch_options={
-        "headless": False,
-    },
-)
-
-result = await stagehand.init()
-print(f"Session: {result.session_id}")
-```
-</CodeGroup>
-
-</Tab>
-<Tab title="Advanced Configuration">
-
-<CodeGroup>
-```typescript TypeScript
-import { Stagehand } from "@browserbasehq/stagehand";
-
-const stagehand = new Stagehand({
-  env: "LOCAL",
-  modelName: "gpt-4o",
-  domSettleTimeoutMs: 15000,
-  enableCaching: true,
-  selfHeal: true,
-  experimental: true,
-  localBrowserLaunchOptions: {
-    headless: false,
-    args: ['--no-sandbox', '--disable-setuid-sandbox'],
-    viewport: { width: 1920, height: 1080 },
-    ignoreHTTPSErrors: true,
-  },
-  systemPrompt: "You are a helpful web automation assistant.",
-  logInferenceToFile: true,
-});
-
-await stagehand.init();
-```
-
-```python Python
-from stagehand import Stagehand
-
-stagehand = Stagehand(
-    env="LOCAL",
-    model_name="gpt-4o",
-    dom_settle_timeout_ms=15000,
-    enable_caching=True,
-    self_heal=True,
-    experimental=True,
-    local_browser_launch_options={
-        "headless": False,
-        "args": ['--no-sandbox', '--disable-setuid-sandbox'],
-        "viewport": {"width": 1920, "height": 1080},
-        "ignore_https_errors": True,
-    },
-    system_prompt="You are a helpful web automation assistant.",
-)
-
-await stagehand.init()
-```
-</CodeGroup>
-
-</Tab>
-</Tabs>