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How Much SSD Endurance Does a Home App Server Need?
Most home app servers need less endurance than expected; measure host writes, convert them to a multi-year TBW budget, then add margin for growth.
How Much VRAM Does a Local Document Assistant Need?
A document assistant may need no local VRAM with remote inference; local models range from roughly 6–8GB for small Q4 models to 24GB+ for larger workloads.
Is a Four-Core CPU Enough for a Private RAG Server?
Four modern cores can run a bounded private RAG stack, especially with remote inference; heavy OCR, ingestion, embeddings, or local LLMs change the threshold.
How Many Concurrent Users Can a Compact NAS Support?
A compact NAS has no fixed user limit. Size it from simultaneous workload, network budget, metadata latency, background jobs, and measured peak response.
How Much RAM Does a Family Photo Server Need?
Eight gigabytes is a workable baseline for a dedicated family photo server; 16GB is safer when several users, AI jobs, video, and other apps overlap.
Is Integrated Graphics Enough for Mixed Media Clients?
Integrated graphics is enough for many mixed-client media servers when most playback is direct and the iGPU supports the transcodes the remaining clients need.
How Many Camera Streams Can a Home NVR Server Handle?
Camera count alone cannot size an NVR. Recording, decoding, object detection, bitrate, FPS, retention, and simultaneous activity set the real limit.
Is One NVMe Slot Enough for Containers and Metadata?
One NVMe slot can be enough when app state is backed up and bulk data lives elsewhere; two slots mainly buy redundancy, separation, or easier recovery.
