Blog

Poor Man's Agent Team: Roles, Routing, and the SDD Pipeline

Three model endpoints don't make a team. Roles, routing, and independent review — how I turned my home AI cluster into a real agent team.

Poor Man's Model Selection: Not Every Model That Boots Is Useful

Getting a model to load is the easy part. Quantization, KV cache, memory bandwidth and real benchmarks decide which model earns a place in your cluster.

Poor Man's AI Cluster: When You Can't Afford a DGX, You Build an Olympus

I wanted a DGX Spark and a rack of Mac minis. Instead I built Olympus — a home AI cluster from three old PCs and a cheap mini-PC. Here's how.

Job Hunting in 2026: Why I Built a Symfony App with AI Agents (and What I Learned)

After being laid off, I built a Symfony 7.4 application start to finish using AI coding agents and a structured skill pipeline. Here's exactly how - bugs, bad habits, and breakthroughs included.