Latest Blog
How to Test Whether Plex Is CPU-, Memory-, Storage-, or Network-Bound
A Plex bottleneck is proven when one repeatable symptom tracks one resource signal and improves after only that resource path changes.
How Much Concurrent Work Can Plex Handle Before Direct Play Degrades?
Plex has no universal task limit. Measure Direct Play while adding real concurrent work and use the first repeatable resource failure as the boundary.
What Is the Difference Between Agent Memory and RAG Context?
Agent memory carries reusable interaction state; RAG context retrieves source-backed evidence for the current question. They work together, not interchangeably.
10 Best DeepSeek Harness Plugins Worth Installing in 2026
Ten DSH plugins that add vision, browser control, workflows, richer UI, terminal tools, chat migration, and easier plugin discovery.
Why Does Plex Performance Look Different on LAN and Remote Connections?
Remote Plex introduces new bandwidth, routing, latency, and compatibility constraints; compare the same session path before blaming server hardware.
Does Plex Work Reliably Behind CGNAT or Double NAT?
Double NAT may be simplified locally; CGNAT changes the remote-access boundary and often requires a public address, IPv6, or an owned tunnel.
How Does Network Latency Affect Plex Under Mixed-Client Concurrency?
Latency reduces buffer margin and can grow through shared-link queueing; compare per-client routes before blaming Plex compute or storage.
What Are Plex Persistent Data Roles, and Why Do They Matter?
Plex data roles differ by durability: database and config define the server, media is authoritative content, and transcode scratch is disposable.
