From 4072c5e83d91c9ebb5d441dda5ca5757645b243e Mon Sep 17 00:00:00 2001
From: Karim shoair <D4Vinci@users.noreply.github.com>
Date: Mon, 23 Feb 2026 02:45:37 +0200
Subject: [PATCH] docs: update readme URLs

---
 README.md | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 6fe8b37..79a6a63 100644
--- a/README.md
+++ b/README.md
@@ -35,13 +35,15 @@
 <p align="center">
     <a href="https://scrapling.readthedocs.io/en/latest/parsing/selection/"><strong>Selection methods</strong></a>
     &middot;
-    <a href="https://scrapling.readthedocs.io/en/latest/fetching/choosing/"><strong>Choosing a fetcher</strong></a>
+    <a href="https://scrapling.readthedocs.io/en/latest/fetching/choosing/"><strong>Fetchers</strong></a>
+    &middot;
+    <a href="https://scrapling.readthedocs.io/en/latest/spiders/architecture.html"><strong>Spiders</strong></a>
+    &middot;
+    <a href="https://scrapling.readthedocs.io/en/latest/spiders/proxy-blocking.html"><strong>Proxy Rotation</strong></a>
     &middot;
     <a href="https://scrapling.readthedocs.io/en/latest/cli/overview/"><strong>CLI</strong></a>
     &middot;
-    <a href="https://scrapling.readthedocs.io/en/latest/ai/mcp-server/"><strong>MCP mode</strong></a>
-    &middot;
-    <a href="https://scrapling.readthedocs.io/en/latest/tutorials/migrating_from_beautifulsoup/"><strong>Migrating from Beautifulsoup</strong></a>
+    <a href="https://scrapling.readthedocs.io/en/latest/ai/mcp-server/"><strong>MCP</strong></a>
 </p>
 
 Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl.