diff --git a/docs/tech_docs/linux/linux_troubleshooting2.md b/docs/tech_docs/linux/linux_troubleshooting2.md
index 059b339..f6a2ea2 100644
--- a/docs/tech_docs/linux/linux_troubleshooting2.md
+++ b/docs/tech_docs/linux/linux_troubleshooting2.md
@@ -1,7 +1,3 @@
-Certainly! Below is a structured reference guide that incorporates your updates and organizes the troubleshooting steps from Layer 1 to Layer 7 of the OSI model, specifically tailored for Debian-based Linux systems. This guide is designed to be a comprehensive resource for diagnosing and resolving common networking issues.
-
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-
 ### Introduction
 
 This reference guide is designed to assist with diagnosing and troubleshooting common networking issues on Debian-based Linux systems, following the relevant layers of the OSI model. It includes detailed commands and explanations for each layer, along with general tips and a troubleshooting scenario.
@@ -145,6 +141,4 @@ Check kernel ring buffer messages for the `enp6s0` interface.
 - **Consistent Naming Convention:** This guide uses `enp6s0` as an example network interface name. Replace `enp6s0` with your actual interface name as necessary.
 - **Permissions:** Some commands may require `sudo` to execute with administrative privileges.
 
-This guide aims to be a comprehensive resource for networking issues on Debian-based Linux systems, following a systematic approach from the physical layer up to the application layer.
-
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+This guide aims to be a comprehensive resource for networking issues on Debian-based Linux systems, following a systematic approach from the physical layer up to the application layer.
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