سامحون
Sam7oon's Blog

Network engineer and automation advocate. Writing about networks, Linux, AI, and automation.

github linkedin

Sam7oon

The Notes Stream is Live
This is the first note — a place for quick thoughts, diagrams, and observations without needing to write a full article. Here is a map of…
calendar Jul 19, 2026  ·  clock 1 min read
Creating my Coffee Dripper, with Antigravity, Blender and MCP
Intro From non Blender user, to 3d Print I used to be a 3ds Max user for a long time, however, without any training in Blender, and for any…
calendar Nov 20, 2025  ·  clock 3 min read
#ai
AI Agents & MCP Servers for Network Engineers: RAG & Chroma MCP Deep Dive
Table of Contents Introduction RAG (Database for AI) Understanding the Challenges Cost Analysis and Real-World Experience Chroma MCP…
calendar Oct 20, 2025  ·  clock 5 min read
#ai#automation
Context7 - Up to date LLM answers
Table of Contents Introduction Understanding Local LLMs Email RAG Explained Setting up the Environment Implementing Local LLM for Email RAG…
calendar Oct 20, 2025  ·  clock 2 min read
#ai
PyATS MCP, How a Network Engineer start with AI
Table of Contents Overview Starting with result Introduction What are MCP servers? What is PyATS ? What is Gemini CLI ? Dive in Our test…
calendar Oct 15, 2025  ·  clock 7 min read
#networks#automation#ai
Linux command cheat sheet
Table Of Contents Navigation System configuration and stats Get to know the curreent system Boot Interrupts Memory Network DNS ethtool (NIC…
calendar Jan 1, 2023  ·  clock 18 min read
#linux
Linux Networking Part 1 : Kernel Net Stack
Table Of Contents Introduction to series This article in a pinch Part 1 : Linux Network Stack 1) Ring Buffers 2) Socket Buffers (sk_buff)…
calendar Dec 21, 2022  ·  clock 12 min read
#linux#networks
Networks - RPKI , securing BGP Infrastructure
Table Of Contents What & Why RPKI (Resource Public Key Infrastructure)? Signing ROAs what is an ROA ? How you deploy ? PDUs Structure…
calendar Dec 4, 2022  ·  clock 10 min read
#networks
Extending RFC1918 with RFC-6598 (100.64.0.0/10)
Table Of Contents CGNAT (Carrier Grade NAT) introduction We are all familiar with the RFC-1918 AKA Private IP Spaces (10.x.x.x , 172.16.x.x…
calendar Sep 10, 2022  ·  clock 5 min read
#networks
Automating DrawIO network topology using Python
Table Of Contents Generated Topology Intro In this blog , we are going to show how to use the draw_network_plot python library to generate…
calendar Sep 6, 2022  ·  clock 3 min read
#networks#automation
Understanding networks ASICS - Part 1
Table Of Contents Programmability When is buffer used : When buffer is not used : Routing Engine Forwarding Engine Fabric Processors…
calendar Sep 4, 2022  ·  clock 10 min read
#networks
Managing Huawei Cloud_Engine switches using Ansible
Table Of Contents what we will be discussing 1- EVE-NG Installation : 2- Huawei Cloud Engine EVE Image : 3- Our lab setup : A) Ansible…
calendar Aug 25, 2022  ·  clock 7 min read
#automation
Python's Netmiko starter template
Table Of Contents Comments on the code : The following is a ready to go netlike template , you just need to choose your way of…
calendar Jul 17, 2022  ·  clock 2 min read
#networks#automation