Running MoE LLMs Larger Than Your RAM: A Practical Guide to mmap, Expert Offloading and SSD Streaming with llama.cpp

October 13, 2026 · Dev.to

How to run multiple Claude accounts at once (Desktop + Claude Code), and why the obvious hacks break
Disclosure up front: I build Claude Sessions Pro, a paid Mac app that does this. Most of this post is the free way to do
E-commerce Product Search Retrieval Architecture — 2-Stage Metadata Filters
Short answer: use a two-stage retrieval path. Apply tenant, catalog, and access metadata before vector search, then retu
Seal the Write Fence. Abort If a Forbidden Path Moves.
I do not let a free model, or a free server, write a working tree until a local fence names every path that may change.
QUENTIN LETTS: The PM was like an autumn bluebottle in your bedside lampshade, deranged by fear of being swatted...
What does Andy Burnham desire or envisage? What are his plans? After his two-hour session in the Commons it was unclear
Music review: Hans Zimmer brings hit movie scores to life in Perth
What is a movie without music? A good soundtrack can make or break a film and Hans Zimmer has written the best of the be