docs: fix dead links

Author: TC-MO

sources/academy/platform/actorization_playbook.mdx

@@ -51,8 +51,8 @@ You can Actorize various projects ranging from open-source libraries, throughout
 | Monolith | Open source library | [https://github.com/Y2Z/monolith](https://github.com/Y2Z/monolith) | [https://apify.com/snshn/monolith](https://apify.com/snshn/monolith) |
 | Crawl4AI | Open source library | [https://github.com/unclecode/crawl4ai](https://github.com/unclecode/crawl4ai) | [https://apify.com/janbuchar/crawl4ai](https://apify.com/janbuchar/crawl4ai) |
 | Docling | Open source library | [https://github.com/docling-project/docling](https://github.com/docling-project/docling) | https://apify.com/vancura/docling/source-code |
-| Playwright MCP | Open source MCP server | [https://github.com/microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) | [https://apify.com/jiri.spilka/playwright-mcp](https://apify.com/jiri.spilka/playwright-mcp) |
-| Browserbase MCP | SaaS MCP server | [https://www.browserbase.com/](https://www.browserbase.com/) | [https://apify.com/jakub.kopecky/browserbase-mcp](https://apify.com/jakub.kopecky/browserbase-mcp) |
+| Playwright MCP | Open source MCP server | [https://github.com/microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) | [https://apify.com/jiri.spilka/playwright-mcp-server](https://apify.com/jiri.spilka/playwright-mcp-server) |
+| Browserbase MCP | SaaS MCP server | [https://www.browserbase.com/](https://www.browserbase.com/) | [https://apify.com/jakub.kopecky/browserbase-mcp-server](https://apify.com/jakub.kopecky/browserbase-mcp-server) |
 
 ### What projects are suitable for Actorization
 

sources/platform/actors/development/actor_definition/key_value_store_schema/index.md

@@ -121,7 +121,7 @@ GET https://api.apify.com/v2/key-value-stores/{storeId}/keys?prefix=document-
 
 When you define a key-value store schema with specific `contentTypes` for collections, the Apify platform validates any data being stored against these specifications. For example, if you've specified that a collection should only contain JSON data with content type `application/json`, attempts to store data with other content types in that collection will be rejected.
 
-The validation happens automatically when you call `Actor.setValue()` or use the [Put record](https://docs.apify.com/api/v2/reference/key-value-stores/record/put-record) API endpoint.
+The validation happens automatically when you call `Actor.setValue()` or use the [Put record](https://docs.apify.com/api/v2/key-value-store-record-put) API endpoint.
 
 If you've defined a `jsonSchema` for a collection with content type `application/json`, the platform will also validate that the JSON data conforms to the specified schema. This helps ensure data consistency and prevents storing malformed data.
 

sources/platform/integrations/workflows-and-notifications/n8n.md

@@ -19,7 +19,7 @@ In this guide, you'll learn how to install the Apify node, set up authentication
 Before you begin, make sure you have:
 
 - An [Apify account](https://console.apify.com/)
-- An [n8n instance](https://docs.n8n.io/getting-started/) (self‑hosted or cloud)
+- An [n8n instance](https://docs.n8n.io/learning-path/) (self‑hosted or cloud)
 
 ## Install the Apify Node (self-hosted)
 
@@ -73,7 +73,7 @@ The Apify node offers two authentication methods to securely connect to your Api
 1. n8n automatically retrieves and stores the OAuth2 tokens.
 
   ![Apify Auth](../images/n8n-oauth.png)
-  
+
 :::note
 
 For simplicity on n8n Cloud, use the API key method if you prefer manual control over credentials.