Blog / Archive

Every post, newest first

Long-form build notes and short fixes across infrastructure, networking, platform engineering, homelab and automation.

ai api automation day2 devops gpu images infrastructure kubernetes lab lab-tested lifecycle meta multi-tenancy observability powershell process rag rvtools salt security supervisor telemetry tools vcf vks vlcm vmware
26 Aug 2026

VCF 9.1: A Documentation Assistant That Cites Its Sources

A local AI service on VCF 9.1 that reads the product documentation and answers with the document, the version and the page — on one consumer GPU, with nothing leaving the lab.

vcfvmwarevks
24 July 2026

VCF 9.1: The vLCM Image You Can't Delete in the GUI

In VCF Operations 9.1 you can export a custom vLCM cluster image but there's no button to delete one again. Here's why, and the three-call API path (get a token, list, delete) that clears it out.

vcfvmwarevlcm
16 June 2026

The Trust Ladder: An Automation Framework from an Old Network Hand

How much to automate a process and when to hold back — automation as a promotion you earn, not a switch you flip.

automationdevopsai
31 May 2026

Increasing Velocity - Refresh and updates

There is a a lot of reasons to do things but security is a big motivater — I am on a refresh of the VCF guides, deeper salt integration and automation bits. This is the start.

vcfsaltautomation
19 May 2026

VCF 9.1 — Real-time Data

A look at the real-time data and telemetry capabilities introduced in VMware Cloud Foundation 9.1.

vcfvmwareobservability
7 Apr 2026

Sharing RVTools Data Without Sharing Everything

A PowerShell tool that anonymises RVTools CSV exports so you can hand them to a vendor or third party without exposing your customer's environment.

toolsvmwarepowershell
28 Mar 2026

Busy Week

Been a week.

meta
1 Jan 2024

Welcome to Cloudpull

This is the beginning of a personal exploration of engineering excellence.

meta