A Local Decision Model That Answers in 33 Milliseconds

By Eduardo Holloway
September 27, 2026 0

Most people meet AI as a chatbot. You type a question, you wait, you read a paragraph back. That works for writing and reasoning, but it is a strange way to make a decision. If all you need is “is this spam”, “which queue does this ticket belong to”, or “should the agent click this button”, you do n

How to Run Qwen 3.8-27B on 32GB of VRAM

By Eduardo Holloway
September 22, 2026 1

Walk into any retailer today and ask for a graphics card with enough memory to run Qwen 3.8 27B at its full native context, and you will get the same answer: an RTX 5090, with street prices sitting north of $5,000. That is an absurd number for a single model running on a home workstation, and it sen

What Agentic AI Now Means for Your Smart Home

By Smarthomes
September 18, 2026 2

Most of us use AI inside our smart home setup in the same narrow way: a voice assistant that half understands us, a camera that sends false alerts at 3am, a hub that needs three apps to turn a light on. Useful, but incremental. Then a project lands in your feed where a single agent builds an entire