AI Is Not Free. Inaction Has an Invoice Too
A coda to the AI-is-not-free series. The architecture is the right answer. Inaction is the more expensive failure mode.
Where the command line meets the creative line.
Vibe coding meets systems discipline: real hardware, real failures, real lessons.
Seen it fail at scale. Building it from scratch to understand why.
A coda to the AI-is-not-free series. The architecture is the right answer. Inaction is the more expensive failure mode.
What is actually running in my homelab — the hardware, the network, the platform, and the honest gap between what is here and what is planned.
WireGuard, SSH hardening, and zero exposed ports
writeup comingThe AI-assisted workflow that actually ships to production
writeup comingRunning local LLMs — inference, fine-tuning, and RAG without the cloud
writeup comingMonitoring, logging, and alerting — knowing when things break before they do
writeup cominglonger reads | deeper breaths | sudo make calm
New posts, project updates, and the occasional post-mortem.