Virtual machine
AssessTechniques
An isolated software-based computing environment that runs an operating system and workloads.
Why it's here
Placed in Assess: 2 article(s) of evidence from 2 source(s), led by research-stage coverage, with 2 in the last 30 days. Confidence 37%.
Evidence (2)
- 6Hacker News·8/11/2026open_sourceApple Silicon macOS VMs Speed Up LLM Inference
The article describes using GPU passthrough on macOS virtual machines running on Apple Silicon to improve local large language model inference performance. It highlights llama.cpp as the inference engine and shows that access to the host GPU can significantly reduce latency compared with a fully virtualized setup.
- 4The New Stack·8/6/2026researchWhy platform teams resist “just rewrite it” modernization
The article argues that many organizations now operate both cloud-native Kubernetes platforms and legacy VM environments, creating duplicated infrastructure, staffing, and governance costs. It says “rewrite it” is often framed as an easy modernization fix, but in practice rewrites are expensive, risky, and slowed by architecture, validation, and data migration work that AI cannot eliminate.