Amro's Blog
Cisco Antares, 350M/1B Parameter SLMs for CVE detection
Yesterday (21st July), Cisco has released its own fine-tuned models (SLMs) on Hugging Face (Gated — Access must be approved by Cisco) based…
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…
AI Agents & MCP Servers for Network Engineers: RAG & Chroma MCP Deep Dive
Introduction I have reached the conclusion to write this article after 7 months of continous studying , tweaking and testing many AI…
Context7 - Up to date LLM answers
Introduction To understand basic LLM stuff, the models gets trained on a set of data to a particular date, and the data used for training is…
PyATS MCP, How a Network Engineer start with AI
Overview Starting with result Starting with the final result, here I am asking Gemini to get me the software version of one of my switches :…
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…
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 3) Other quick concepts…
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…
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…
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…
Understanding networks ASICS - Part 1
Table Of Contents
Programmability When is buffer used : When buffer is not used : Routing Engine Forwarding Engine Fabric Processors…
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…
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…