Two Cards, One Model, and the Ethernet Between Them

Aug 23, 2026 | Uncategorized

I run a small fleet of self-hosted AI agents — they live in Slack, one per job, all of them on a homelab Kubernetes cluster spread across a few Proxmox servers. Their local brain is a pair of Tesla T40s: 24 GB datacenter GPUs, one in each of two physical servers,...

The Felt Experience of a Well-Tuned Network

May 4, 2026 | Process

Most networks are utilities. A few are tools. The difference is whether you can feel the friction every time information passes through. You spend eight hours a day inside your network. More, if you work with cloud services, remote collaborators, streaming media, or...

Agentic Web Scraping with Browser Automation

Apr 4, 2026 | Case Studies

The Challenge I went into this project wanting to build an agentic agent that could scrape the web and populate web application forms with information. Traditionally, building a scraping agent is stopped by the goalkeeper the minute the site renders content with...

Research Lab Infrastructure Modernization

Jul 13, 2025 | Case Studies

Executive Summary Faced with 10‑year‑old Ivy Bridge servers, fragmented GPUs, and mounting energy bills, the lab launched a six‑month modernization from January to June 2025. The goals were to: Cut idle power and HVAC costs Consolidate scattered compute and GPU...