Playing with embeddings
Semantic retrieval exploration on a toy python script
Posts
Using an AI agent inside a live SecureCRT session
How to connect Codex to SecureCRT safely via session bridge
My current understanding of AI staff
My mental models and agent examples
MPLS troubleshooting AI agent powered by Codex
Codex diagnoses MPLS lab via filtered MCP commands
Simple MCP Server
How to build Cisco CLI based MCP server from scratch with local model
Getting started with local LLMs
Step-by-step setup of a local LLM with a simple example
Temporary DHCP server
How to quickly spin up a short-lived DHCP server in a container
Running Cisco IOS XRd in Containerlab
A short note on getting Cisco IOS XRd running in Containerlab and the one detail I missed the first time.
From Zero to Shell: Spin up an AWS VM in One Click
How to automate a fresh new AWS server using Terraform and Python, triggered directly from SecureCRT
GitHub Pages and Multi-Branch Deployment
How to publish multiple branches inside one repository using GitHub Pages